This markdown will be utilized for data cleaning and diagnostic checks
In the cannon task, participants are instructed to place a shield at any point around a circle (Nassar et al., 2019). This shield covers only a portion of the 360-degree circle. The goal of the task is to infer where a cannonball might hit along the circle based on the information gathered from previous cannonball strikes and place the shield at those locations. Before each block of the task, the generative structure of the block is fully explained to the participants via written instructions and practice trials of the task. During the practice trials, participants can see where the cannon is aimed and use that information to place their shield. The cannon could theoretically hit anywhere within a 10-degree range from the center of the cannon’s muzzle. After this practice phase, participants complete the primary experiment where the cannon is removed and they must infer the cannon’s aim. The pattern of the cannon’s aim can either (1) change slightly within a specified range of the circle, with “oddball” cannonball shots striking about 14 percent of the time anywhere along the circle, or (2) remain stationary on most trials, and re-position to a random angle on approximately 14 percent of trials and remain stationary at this new angle. Participants receive explicit instructions regarding the nature of each of these blocks following the instructional phase, meaning they know whether the upcoming block will be from an oddball or change-point distribution. Participants complete 240 experimental trials in each condition, divided into 60-trial blocks, for a total of 480 trials. On each trial, participants adjust the position of their shield and lock in their decision. After their choice has been made, there is a 500ms delay before the location of the cannonball is revealed for 500ms. This provides an explicit representation of how far away the center of the shield fell from the cannonball’s strike, providing visual feedback about their PE from the cannonball’s actual location (Figure 2a, ii). After participants are shown how far off they were, the outcome of the task is revealed (Figure 2a, iii). After another brief delay (1000ms), the size of the participant’s shield is revealed alongside the cannonball, showing whether they successfully blocked the projectile. While the shield is always centered on the participant’s chosen location, it varies in size such that participants are never totally certain they will block the cannonball. Thus, minimizing the PE in the feedback phase is the optimal strategy for performing well in the task. At the end of a block, participants are provided feedback in terms of how many cannonballs they caught as a percentage of the total cannonballs.
This dataframe resulting from this cleaning is an example dataset. Because the cleaning code will be updated, the current cleaning code does not need to be reviewed unless you suspect anaomalies in the resulting dataframe. For any questions related to the definition of task variables, please refer to: https://docs.google.com/spreadsheets/d/1V2UD28C_zAfH90BnNO3si6c0-qDUDFbHoU44rfdEt4I/edit#gid=1309555968. Skip to heading Pilot Results for information on pilot data.
It should also be noted that data for this pilot came from two, slightly different versions of the ADLT. The first version failed to record trial latency. Thus, latencies were only examined for a subset of participants.
####Setup - Choose options
print_plots <- "cp" # could be "oddball"
get_model_params <- TRUE
pilot <- FALSE #if pilot data, will read August Pilot Data
modeling_ext <- TRUE # tidy for modeling?
#load data
if (pilot == FALSE){
cannon_data_raw <- data.table::fread("~/github_repos/Cannon_Task_Inquisit/Data/PUBS_Batch2_C.csv", fill = TRUE) %>%
dplyr::filter(subject != 1) %>%
dplyr::filter(subject != "subject")
} else{
cannon_data_raw <- data.table::fread("~/github_repos/Cannon_Task_Inquisit/Data/PUBS_Batch1_C_Samp.csv", fill = TRUE) %>%
dplyr::filter(subject == 1) %>%
dplyr::filter(subject != "subject")
}
#FILTER OUT TIMES BEFORE OFFICIAL DATA COLLECTION
load("cannon_processing.Rdata")
#load("Cannonball_Pilot_Cleaned_Data.Rdata")
iq_names <- colnames(cannon_data_raw)
# #If it's a pilot without numbers, do this
# if (length(unique(cannon_data_raw$subject == 1))){
# cannon_data_raw <- cannon_data_raw %>% group_by(time) %>% mutate(subject= cur_group_id())
# unique(cannon_data_raw$subject)
# }
It is important to get rid of excess trials and only retain information that will be important in analysis.
if (length(Raw) == length(Chopped)){
print("Data Successfully Chopped")
} else {
print("Double-Check Prep")
#Batch1: 815602 did not complete task -fine to be off in length by 1
}
## [1] "Double-Check Prep"
This chunk sets new variables and alters any old ones that need to be tidied. The variables created by the set_vars vector are:
predErr. Absolute prediction error (calculated using the discrep function): the PE from outcome to shield placement distMean. Prediction error from mean of distribution to shield placement. Calculated with discrep function. catch_miss. Codes values as factors “catch”, “miss”, “noresp”. Used for coding and mean comparison changepoint A column that reflects the trial number of changepoints. contains trial number when changepoint occurs and NA when no changepoint has occured.
Table 1. High-Level Task Performance. This check returns block-level info about subject’s performance. Participants are flagged if they did not respond to more than half of trials.
set_vars <- c("predErr", "distMean", "catch_miss", "changepoint", "perf", "total_trialnum" ) ##name variables needed for analysis, add as they become apparent
trim_cols <- TRUE
cannon_data <- create_vars(cannon_data, set_vars) ## Intialize rows to calculate
cannon_data <- cannon_data %>% ungroup() %>% group_by(subject) %>% mutate(cBal = ifelse(cond[1] == "CHANGEPOINT", 2, 1))
if (trim_cols == TRUE){
if (cannon_data$percentTrialsStay == .86){
drop <- c("percentTrialsStay","blockcode","trialcode",
"block.InstructionBlock.timestamp","trial.begin_block.timestamp",
"trial.mainloop.timestamp","trial.placeshield_mouse.timestamp","trial.showPE.timestamp"
,"trial.cannon_outcome.timestamp","picture.shield.currentitem")
}
drop <- c("blockcode","trialcode",
"block.InstructionBlock.timestamp","trial.begin_block.timestamp",
"trial.mainloop.timestamp","trial.placeshield_mouse.timestamp"
, "trial.showPE.timestamp"
,"trial.cannon_outcome.timestamp","picture.shield.currentitem")
cannon_data <- cannon_data[,!(names(cannon_data) %in% drop)]
}
cleaned_names <- colnames(cannon_data)
save(model_names, iq_names, cleaned_names, file = "cannon_processing.Rdata")
It’s probably worth writing this into a function as well. I should probably do this before I implement high-level checks. Ideas for things I might need to check are: Miscodes. Misses that are actually hits, Hits that are actually misses, etc. Odd numbers of trials Participants bailing early on the task, getting stuck somewhere, etc.
In this pilot data, we are still getting occasional hits and misses that don’t make sense. I think this is due to
cannon_data <- check_irreg(cannon_data) #check for any mistaken hits
irreg_plot_hit <- cannon_data %>% filter(grepl("CHECK_HIT", Irreg)) %>% select(subject, cond, blocknum, trialnum, catch_miss, angmu, placementAngle, outcome, predErr, angleup, angledown, shieldsize)
irreg_plot_miss <- cannon_data %>% filter(grepl("CHECK_MISS", Irreg)) %>% select(subject, cond, blocknum, trialnum, catch_miss, trial.placeshield_mouse.latency, angmu, placementAngle, prev_placementAngle, outcome, predErr, picture.shield.stimulusonset, angleup, angledown, shield_size, shieldsize) %>% filter(!(placementAngle == prev_placementAngle)
)
irreg_plot_NA <- cannon_data %>% filter(grepl("CHECK_NA", Irreg)) %>% select(subject, cond, blocknum, trialnum, catch_miss, angmu, placementAngle, outcome, predErr, angleup, angledown, shieldsize)
range <- cannon_data %>%
group_by(subject, time) %>% summarise(placement_angle_min = min(cannon_data$placementAngle %>% na.omit),
placement_angle_max = max(cannon_data$placementAngle %>% na.omit),
outcome_min = min(cannon_data$outcome %>% na.omit),
outcome_max = max(cannon_data$outcome %>% na.omit),
angleup_min = min(cannon_data$angleup %>% na.omit),
angleup_max = max(cannon_data$angleup %>% na.omit),
angledown_min = min(cannon_data$angledown %>% na.omit),
angledown_max = max(cannon_data$angledown %>% na.omit))
if(nrow(irreg_plot_hit) > 0){
irreg_plot_hit
}
if(nrow(irreg_plot_miss) > 0){
irreg_plot_miss
}
## # A tibble: 47 x 16
## # Groups: subject [34]
## subject cond blocknum trialnum catch_miss trial.placeshield_mouse… angmu
## <dbl> <fct> <dbl> <dbl> <chr> <dbl> <dbl>
## 1 811078 CHANGEPO… 2 7 miss 102 206.
## 2 811078 ODDBALL 2 43 miss 17 47.0
## 3 858150 ODDBALL 4 60 miss 206 243.
## 4 710889 CHANGEPO… 4 53 miss 364 341.
## 5 744735 ODDBALL 1 10 miss 249 87.8
## 6 744735 ODDBALL 4 40 miss 206 170.
## 7 994811 CHANGEPO… 2 19 miss 462 330.
## 8 857452 CHANGEPO… 2 16 miss 311 90.1
## 9 897077 ODDBALL 1 40 miss 128 126.
## 10 286390 ODDBALL 3 33 miss 300 257.
## # … with 37 more rows, and 9 more variables: placementAngle <dbl>,
## # prev_placementAngle <dbl>, outcome <dbl>, predErr <dbl>,
## # picture.shield.stimulusonset <dbl>, angleup <dbl>, angledown <dbl>,
## # shield_size <dbl>, shieldsize <dbl>
if(nrow(irreg_plot_NA) > 0){
irreg_plot_NA
}
obj <- cannon_data %>% group_by(subject, cond, blocknum, totalearnings) %>%
summarise(obscount = n(), avg_PE = mean(predErr, na.rm = TRUE),
dist_mean = mean(distMean,na.rm = TRUE),
percent_caught = max(cannonballs_caught/max(trialnum)),
percent_noresp = (sum(outcomeindex == 1)/max(trialnum)),
num_changepoints = sum(!is.na(changepoint))) %>%
arrange(subject,totalearnings) %>% group_by(subject) %>% mutate(taskearnings = max(totalearnings)) %>% mutate(Avg_overall_PE = mean(avg_PE, na.rm = TRUE)) %>% ungroup()
#save(obj, cannon_data, file = "Cannonball_Pilot_Example_Perfect_Data.Rdata")
colormatrix <- ifelse(obj$percent_noresp >= .2 || obj$obscount != 60, wes_palette("Cavalcanti1")[c(1)], "white") ##potentially save these as bad_blocks vector
bad_blocks <- obj %>% dplyr::filter( percent_noresp >= .2 || obscount != 60)
tab <- obj %>% flextable() %>% flextable::bg(j = 1:ncol(obj), bg=colormatrix)
block_count <- table(obj$subject)
cannon_earnings <- cannon_data %>% group_by(subject) %>% summarize(cents_earned = max(totalearnings)) %>% dplyr::rename(centsearned_c = cents_earned)
save(cannon_earnings, file = "~/github_repos/PUBS_Data_Verification/Payment/Cannon.Rdata")
tab
subject | cond | blocknum | totalearnings | obscount | avg_PE | dist_mean | percent_caught | percent_noresp | num_changepoints | taskearnings | Avg_overall_PE |
100,832 | CHANGEPOINT | 1 | 5.0 | 60 | 24.38727 | 17.277323 | 0.50000000 | 0.00000000 | 6 | 90.5 | 31.74435 |
100,832 | CHANGEPOINT | 2 | 20.0 | 60 | 31.05261 | 23.878038 | 0.45000000 | 0.00000000 | 9 | 90.5 | 31.74435 |
100,832 | CHANGEPOINT | 3 | 33.5 | 60 | 34.28609 | 29.148873 | 0.28333333 | 0.00000000 | 10 | 90.5 | 31.74435 |
100,832 | CHANGEPOINT | 4 | 42.0 | 60 | 30.45157 | 24.615830 | 0.31666667 | 0.00000000 | 8 | 90.5 | 31.74435 |
100,832 | ODDBALL | 1 | 55.5 | 60 | 29.78195 | 18.818575 | 0.45000000 | 0.00000000 | 8 | 90.5 | 31.74435 |
100,832 | ODDBALL | 2 | 69.0 | 60 | 42.74399 | 22.914943 | 0.35000000 | 0.00000000 | 10 | 90.5 | 31.74435 |
100,832 | ODDBALL | 3 | 79.5 | 60 | 31.69916 | 13.356715 | 0.36666667 | 0.00000000 | 11 | 90.5 | 31.74435 |
100,832 | ODDBALL | 4 | 90.5 | 60 | 29.55216 | 18.425509 | 0.40000000 | 0.00000000 | 7 | 90.5 | 31.74435 |
117,568 | ODDBALL | 1 | 5.0 | 60 | 40.22026 | 25.877485 | 0.23333333 | 0.00000000 | 7 | 79.0 | 36.17230 |
117,568 | ODDBALL | 2 | 12.0 | 61 | 41.75805 | 17.530940 | 0.36666667 | 0.01666667 | 10 | 79.0 | 36.17230 |
117,568 | ODDBALL | 3 | 23.0 | 60 | 35.95764 | 17.240467 | 0.38333333 | 0.00000000 | 7 | 79.0 | 36.17230 |
117,568 | ODDBALL | 4 | 34.5 | 60 | 37.48321 | 22.365480 | 0.38333333 | 0.00000000 | 9 | 79.0 | 36.17230 |
117,568 | CHANGEPOINT | 1 | 48.5 | 60 | 40.67926 | 35.843896 | 0.25000000 | 0.00000000 | 7 | 79.0 | 36.17230 |
117,568 | CHANGEPOINT | 2 | 56.0 | 60 | 29.76846 | 24.770138 | 0.40000000 | 0.00000000 | 10 | 79.0 | 36.17230 |
117,568 | CHANGEPOINT | 3 | 68.0 | 60 | 26.99629 | 20.916978 | 0.36666667 | 0.00000000 | 5 | 79.0 | 36.17230 |
117,568 | CHANGEPOINT | 4 | 79.0 | 60 | 36.51520 | 34.226707 | 0.35000000 | 0.00000000 | 11 | 79.0 | 36.17230 |
121,014 | CHANGEPOINT | 1 | 5.0 | 60 | 36.31142 | 31.646392 | 0.40000000 | 0.00000000 | 9 | 96.0 | 33.49314 |
121,014 | CHANGEPOINT | 2 | 17.0 | 60 | 34.36875 | 32.215454 | 0.43333333 | 0.00000000 | 12 | 96.0 | 33.49314 |
121,014 | CHANGEPOINT | 3 | 30.0 | 61 | 31.19345 | 23.712414 | 0.41666667 | 0.01666667 | 6 | 96.0 | 33.49314 |
121,014 | CHANGEPOINT | 4 | 42.5 | 62 | 39.99618 | 33.998099 | 0.31666667 | 0.03333333 | 9 | 96.0 | 33.49314 |
121,014 | ODDBALL | 1 | 52.5 | 60 | 26.55894 | 10.688538 | 0.53333333 | 0.00000000 | 8 | 96.0 | 33.49314 |
121,014 | ODDBALL | 2 | 68.5 | 61 | 25.76494 | 6.481266 | 0.48333333 | 0.03333333 | 10 | 96.0 | 33.49314 |
121,014 | ODDBALL | 3 | 83.0 | 61 | 33.20696 | 19.860785 | 0.43333333 | 0.01666667 | 6 | 96.0 | 33.49314 |
121,014 | ODDBALL | 4 | 96.0 | 63 | 40.54451 | 22.606287 | 0.38333333 | 0.05000000 | 10 | 96.0 | 33.49314 |
127,306 | CHANGEPOINT | 1 | 4.0 | 60 | 38.82955 | 33.286792 | 0.23333333 | 0.00000000 | 10 | 70.5 | 38.53071 |
127,306 | CHANGEPOINT | 2 | 11.0 | 60 | 37.05293 | 33.484056 | 0.30000000 | 0.00000000 | 8 | 70.5 | 38.53071 |
127,306 | CHANGEPOINT | 3 | 20.0 | 60 | 28.65169 | 25.224416 | 0.46666667 | 0.00000000 | 6 | 70.5 | 38.53071 |
127,306 | CHANGEPOINT | 4 | 34.0 | 60 | 33.28410 | 31.445005 | 0.31666667 | 0.00000000 | 6 | 70.5 | 38.53071 |
127,306 | ODDBALL | 1 | 44.0 | 60 | 48.39045 | 36.415201 | 0.25000000 | 0.00000000 | 12 | 70.5 | 38.53071 |
127,306 | ODDBALL | 2 | 51.5 | 60 | 39.63311 | 34.303076 | 0.26666667 | 0.00000000 | 6 | 70.5 | 38.53071 |
127,306 | ODDBALL | 3 | 59.5 | 60 | 42.66204 | 33.179311 | 0.36666667 | 0.00000000 | 10 | 70.5 | 38.53071 |
127,306 | ODDBALL | 4 | 70.5 | 60 | 39.74183 | 22.915826 | 0.36666667 | 0.00000000 | 9 | 70.5 | 38.53071 |
132,661 | ODDBALL | 1 | 4.5 | 62 | 56.08099 | 40.000750 | 0.16666667 | 0.03333333 | 10 | 70.0 | 49.14448 |
132,661 | ODDBALL | 2 | 9.5 | 60 | 51.27837 | 40.832644 | 0.25000000 | 0.00000000 | 7 | 70.0 | 49.14448 |
132,661 | ODDBALL | 3 | 17.0 | 60 | 28.90632 | 10.000888 | 0.51666667 | 0.00000000 | 8 | 70.0 | 49.14448 |
132,661 | ODDBALL | 4 | 32.5 | 60 | 93.96957 | 85.673949 | 0.11666667 | 0.00000000 | 8 | 70.0 | 49.14448 |
132,661 | CHANGEPOINT | 1 | 39.0 | 60 | 39.36032 | 33.424647 | 0.40000000 | 0.00000000 | 9 | 70.0 | 49.14448 |
132,661 | CHANGEPOINT | 2 | 51.0 | 60 | 33.41767 | 27.038280 | 0.38333333 | 0.00000000 | 8 | 70.0 | 49.14448 |
132,661 | CHANGEPOINT | 3 | 62.5 | 60 | 49.74370 | 43.657589 | 0.25000000 | 0.00000000 | 10 | 70.0 | 49.14448 |
132,661 | CHANGEPOINT | 4 | 70.0 | 60 | 40.39893 | 36.938055 | 0.36666667 | 0.00000000 | 8 | 70.0 | 49.14448 |
135,045 | CHANGEPOINT | 1 | 4.0 | 60 | 38.65569 | 31.757656 | 0.38333333 | 0.00000000 | 9 | 79.0 | 35.86704 |
135,045 | CHANGEPOINT | 2 | 15.5 | 60 | 37.69719 | 32.942932 | 0.31666667 | 0.00000000 | 10 | 79.0 | 35.86704 |
135,045 | CHANGEPOINT | 3 | 25.0 | 60 | 30.46639 | 24.626789 | 0.40000000 | 0.00000000 | 8 | 79.0 | 35.86704 |
135,045 | CHANGEPOINT | 4 | 37.0 | 60 | 38.72635 | 31.140353 | 0.30000000 | 0.00000000 | 6 | 79.0 | 35.86704 |
135,045 | ODDBALL | 1 | 47.5 | 61 | 42.77609 | 26.963186 | 0.30000000 | 0.01666667 | 12 | 79.0 | 35.86704 |
135,045 | ODDBALL | 2 | 56.5 | 60 | 26.14379 | 16.821958 | 0.33333333 | 0.00000000 | 6 | 79.0 | 35.86704 |
135,045 | ODDBALL | 3 | 66.5 | 60 | 32.41417 | 26.569543 | 0.41666667 | 0.00000000 | 6 | 79.0 | 35.86704 |
135,045 | ODDBALL | 4 | 79.0 | 60 | 40.05668 | 29.791036 | 0.35000000 | 0.00000000 | 11 | 79.0 | 35.86704 |
143,811 | CHANGEPOINT | 1 | 5.0 | 61 | 34.54831 | 29.091984 | 0.28333333 | 0.01666667 | 8 | 90.5 | 32.74546 |
143,811 | CHANGEPOINT | 2 | 13.5 | 60 | 37.01081 | 36.258802 | 0.35000000 | 0.00000000 | 10 | 90.5 | 32.74546 |
143,811 | CHANGEPOINT | 3 | 24.0 | 62 | 35.00483 | 30.027037 | 0.45000000 | 0.03333333 | 6 | 90.5 | 32.74546 |
143,811 | CHANGEPOINT | 4 | 37.5 | 60 | 32.62951 | 27.646597 | 0.35000000 | 0.00000000 | 11 | 90.5 | 32.74546 |
143,811 | ODDBALL | 1 | 52.0 | 60 | 31.54472 | 16.042183 | 0.41666667 | 0.00000000 | 6 | 90.5 | 32.74546 |
143,811 | ODDBALL | 2 | 64.5 | 60 | 30.82561 | 13.796524 | 0.43333333 | 0.00000000 | 10 | 90.5 | 32.74546 |
143,811 | ODDBALL | 3 | 77.5 | 60 | 35.58115 | 17.769475 | 0.43333333 | 0.00000000 | 11 | 90.5 | 32.74546 |
143,811 | ODDBALL | 4 | 90.5 | 60 | 24.81874 | 12.941205 | 0.48333333 | 0.00000000 | 4 | 90.5 | 32.74546 |
153,044 | CHANGEPOINT | 1 | 5.0 | 60 | 33.23778 | 29.262534 | 0.51666667 | 0.00000000 | 8 | 101.5 | 30.90350 |
153,044 | CHANGEPOINT | 2 | 20.5 | 60 | 26.54287 | 21.073166 | 0.48333333 | 0.00000000 | 7 | 101.5 | 30.90350 |
153,044 | CHANGEPOINT | 3 | 35.0 | 60 | 25.57604 | 19.585647 | 0.43333333 | 0.00000000 | 8 | 101.5 | 30.90350 |
153,044 | CHANGEPOINT | 4 | 48.0 | 60 | 28.53293 | 27.544962 | 0.48333333 | 0.00000000 | 13 | 101.5 | 30.90350 |
153,044 | ODDBALL | 1 | 66.5 | 60 | 43.84608 | 22.115309 | 0.31666667 | 0.00000000 | 7 | 101.5 | 30.90350 |
153,044 | ODDBALL | 2 | 76.0 | 61 | 25.60184 | 8.501470 | 0.40000000 | 0.01666667 | 6 | 101.5 | 30.90350 |
153,044 | ODDBALL | 3 | 88.0 | 60 | 29.62640 | 10.342289 | 0.45000000 | 0.00000000 | 7 | 101.5 | 30.90350 |
153,044 | ODDBALL | 4 | 101.5 | 60 | 34.26407 | 18.188475 | 0.35000000 | 0.00000000 | 12 | 101.5 | 30.90350 |
165,303 | ODDBALL | 1 | 2.5 | 60 | 38.51911 | 29.027398 | 0.36666667 | 0.00000000 | 8 | 81.0 | 40.24475 |
165,303 | ODDBALL | 2 | 13.5 | 60 | 28.59956 | 17.690535 | 0.41666667 | 0.00000000 | 6 | 81.0 | 40.24475 |
165,303 | ODDBALL | 3 | 26.0 | 60 | 36.59231 | 18.229131 | 0.40000000 | 0.00000000 | 10 | 81.0 | 40.24475 |
165,303 | ODDBALL | 4 | 38.0 | 60 | 47.80756 | 23.849800 | 0.31666667 | 0.00000000 | 11 | 81.0 | 40.24475 |
165,303 | CHANGEPOINT | 1 | 51.0 | 61 | 43.47292 | 38.769065 | 0.33333333 | 0.01666667 | 6 | 81.0 | 40.24475 |
165,303 | CHANGEPOINT | 2 | 61.0 | 63 | 52.18527 | 45.980968 | 0.30000000 | 0.06666667 | 11 | 81.0 | 40.24475 |
165,303 | CHANGEPOINT | 3 | 70.0 | 60 | 33.62281 | 26.216292 | 0.36666667 | 0.00000000 | 5 | 81.0 | 40.24475 |
165,303 | CHANGEPOINT | 4 | 81.0 | 64 | 41.15849 | 32.480734 | 0.28333333 | 0.08333333 | 10 | 81.0 | 40.24475 |
169,890 | ODDBALL | 1 | 4.0 | 61 | 39.60645 | 26.974799 | 0.36666667 | 0.01666667 | 10 | 59.0 | 45.15753 |
169,890 | ODDBALL | 2 | 15.0 | 60 | 21.00195 | 9.602845 | 0.61666667 | 0.00000000 | 4 | 59.0 | 45.15753 |
169,890 | ODDBALL | 3 | 33.5 | 60 | 31.83224 | 13.624440 | 0.45000000 | 0.00000000 | 8 | 59.0 | 45.15753 |
169,890 | ODDBALL | 4 | 47.0 | 60 | 46.43634 | 20.391917 | 0.28333333 | 0.01666667 | 13 | 59.0 | 45.15753 |
169,890 | CHANGEPOINT | 1 | 59.0 | 10 | 86.91067 | 73.611380 | 0.00000000 | 0.83333333 | 1 | 59.0 | 45.15753 |
186,071 | CHANGEPOINT | 1 | 5.0 | 60 | 30.99289 | 24.525745 | 0.28333333 | 0.00000000 | 8 | 92.0 | 31.64131 |
186,071 | CHANGEPOINT | 2 | 13.5 | 60 | 40.38978 | 32.849292 | 0.35000000 | 0.00000000 | 12 | 92.0 | 31.64131 |
186,071 | CHANGEPOINT | 3 | 24.0 | 60 | 25.30127 | 23.458850 | 0.60000000 | 0.00000000 | 6 | 92.0 | 31.64131 |
186,071 | CHANGEPOINT | 4 | 42.0 | 62 | 28.45296 | 22.804883 | 0.38333333 | 0.03333333 | 6 | 92.0 | 31.64131 |
186,071 | ODDBALL | 1 | 57.0 | 60 | 27.96424 | 16.599260 | 0.41666667 | 0.00000000 | 9 | 92.0 | 31.64131 |
186,071 | ODDBALL | 2 | 69.5 | 60 | 42.86914 | 27.039929 | 0.36666667 | 0.00000000 | 10 | 92.0 | 31.64131 |
186,071 | ODDBALL | 3 | 80.5 | 60 | 28.58812 | 10.871562 | 0.38333333 | 0.00000000 | 8 | 92.0 | 31.64131 |
186,071 | ODDBALL | 4 | 92.0 | 60 | 28.57209 | 15.936753 | 0.41666667 | 0.00000000 | 8 | 92.0 | 31.64131 |
188,470 | ODDBALL | 1 | 3.5 | 61 | 28.31241 | 16.660563 | 0.46666667 | 0.01666667 | 8 | 95.0 | 32.83443 |
188,470 | ODDBALL | 2 | 17.5 | 60 | 25.88164 | 10.771929 | 0.48333333 | 0.00000000 | 9 | 95.0 | 32.83443 |
188,470 | ODDBALL | 3 | 32.0 | 60 | 44.02409 | 18.900863 | 0.30000000 | 0.00000000 | 10 | 95.0 | 32.83443 |
188,470 | ODDBALL | 4 | 41.0 | 60 | 19.88818 | 8.653103 | 0.48333333 | 0.00000000 | 2 | 95.0 | 32.83443 |
188,470 | CHANGEPOINT | 1 | 59.0 | 60 | 38.62294 | 34.553350 | 0.36666667 | 0.00000000 | 12 | 95.0 | 32.83443 |
188,470 | CHANGEPOINT | 2 | 70.0 | 60 | 33.62285 | 28.113932 | 0.38333333 | 0.00000000 | 7 | 95.0 | 32.83443 |
188,470 | CHANGEPOINT | 3 | 81.5 | 60 | 44.41638 | 39.424554 | 0.45000000 | 0.00000000 | 9 | 95.0 | 32.83443 |
188,470 | CHANGEPOINT | 4 | 95.0 | 60 | 27.90695 | 20.301807 | 0.38333333 | 0.00000000 | 8 | 95.0 | 32.83443 |
219,128 | ODDBALL | 1 | 5.5 | 60 | 37.60090 | 24.123996 | 0.43333333 | 0.00000000 | 10 | 93.5 | 31.79030 |
219,128 | ODDBALL | 2 | 18.5 | 60 | 29.91530 | 20.274204 | 0.31666667 | 0.00000000 | 7 | 93.5 | 31.79030 |
219,128 | ODDBALL | 3 | 28.0 | 60 | 31.31265 | 15.588317 | 0.45000000 | 0.00000000 | 8 | 93.5 | 31.79030 |
219,128 | ODDBALL | 4 | 41.5 | 60 | 33.34523 | 11.497447 | 0.41666667 | 0.00000000 | 10 | 93.5 | 31.79030 |
219,128 | CHANGEPOINT | 1 | 57.5 | 60 | 39.88919 | 32.898702 | 0.35000000 | 0.00000000 | 9 | 93.5 | 31.79030 |
219,128 | CHANGEPOINT | 2 | 68.0 | 60 | 31.41472 | 25.314532 | 0.38333333 | 0.00000000 | 9 | 93.5 | 31.79030 |
219,128 | CHANGEPOINT | 3 | 79.5 | 60 | 21.61087 | 16.229429 | 0.46666667 | 0.00000000 | 4 | 93.5 | 31.79030 |
219,128 | CHANGEPOINT | 4 | 93.5 | 60 | 29.23354 | 24.805352 | 0.36666667 | 0.00000000 | 11 | 93.5 | 31.79030 |
224,761 | ODDBALL | 1 | 3.5 | 60 | 41.62901 | 27.076921 | 0.31666667 | 0.00000000 | 9 | 81.5 | 35.42595 |
224,761 | ODDBALL | 2 | 13.0 | 60 | 30.22872 | 20.765068 | 0.40000000 | 0.00000000 | 5 | 81.5 | 35.42595 |
224,761 | ODDBALL | 3 | 25.0 | 60 | 30.42085 | 18.076543 | 0.40000000 | 0.00000000 | 8 | 81.5 | 35.42595 |
224,761 | ODDBALL | 4 | 37.0 | 61 | 51.45813 | 33.149300 | 0.33333333 | 0.01666667 | 15 | 81.5 | 35.42595 |
224,761 | CHANGEPOINT | 1 | 48.5 | 60 | 25.41116 | 19.089178 | 0.33333333 | 0.00000000 | 5 | 81.5 | 35.42595 |
224,761 | CHANGEPOINT | 2 | 58.5 | 60 | 29.45198 | 23.080525 | 0.38333333 | 0.00000000 | 7 | 81.5 | 35.42595 |
224,761 | CHANGEPOINT | 3 | 70.0 | 60 | 43.49430 | 40.880106 | 0.38333333 | 0.00000000 | 12 | 81.5 | 35.42595 |
224,761 | CHANGEPOINT | 4 | 81.5 | 60 | 31.31343 | 24.928210 | 0.40000000 | 0.01666667 | 7 | 81.5 | 35.42595 |
225,033 | ODDBALL | 1 | 3.5 | 60 | 42.21166 | 23.379173 | 0.33333333 | 0.00000000 | 10 | 68.5 | 47.88385 |
225,033 | ODDBALL | 2 | 13.5 | 61 | 46.61358 | 31.848415 | 0.23333333 | 0.01666667 | 9 | 68.5 | 47.88385 |
225,033 | ODDBALL | 3 | 20.5 | 61 | 51.49003 | 42.994814 | 0.28333333 | 0.01666667 | 7 | 68.5 | 47.88385 |
225,033 | ODDBALL | 4 | 29.0 | 61 | 34.51514 | 20.900010 | 0.35000000 | 0.01666667 | 8 | 68.5 | 47.88385 |
225,033 | CHANGEPOINT | 1 | 43.5 | 60 | 53.71426 | 50.347274 | 0.30000000 | 0.00000000 | 11 | 68.5 | 47.88385 |
225,033 | CHANGEPOINT | 2 | 52.5 | 60 | 56.11938 | 50.636436 | 0.21666667 | 0.00000000 | 6 | 68.5 | 47.88385 |
225,033 | CHANGEPOINT | 3 | 59.0 | 60 | 58.90056 | 53.997308 | 0.31666667 | 0.00000000 | 8 | 68.5 | 47.88385 |
225,033 | CHANGEPOINT | 4 | 68.5 | 61 | 39.50618 | 31.107643 | 0.26666667 | 0.01666667 | 10 | 68.5 | 47.88385 |
227,403 | CHANGEPOINT | 1 | 3.0 | 61 | 37.22814 | 36.621166 | 0.21666667 | 0.01666667 | 11 | 29.0 | 37.89696 |
227,403 | CHANGEPOINT | 2 | 9.5 | 60 | 35.01988 | 31.030812 | 0.40000000 | 0.01666667 | 7 | 29.0 | 37.89696 |
227,403 | CHANGEPOINT | 3 | 21.5 | 60 | 36.42402 | 32.306744 | 0.25000000 | 0.00000000 | 8 | 29.0 | 37.89696 |
227,403 | CHANGEPOINT | 4 | 29.0 | 26 | 42.91580 | 38.974181 | 0.31818182 | 0.22727273 | 4 | 29.0 | 37.89696 |
239,619 | ODDBALL | 1 | 4.5 | 60 | 40.42318 | 24.359478 | 0.43333333 | 0.00000000 | 9 | 88.0 | 37.23650 |
239,619 | ODDBALL | 2 | 17.5 | 60 | 29.35626 | 17.004901 | 0.43333333 | 0.00000000 | 7 | 88.0 | 37.23650 |
239,619 | ODDBALL | 3 | 30.5 | 61 | 25.88348 | 12.142398 | 0.40000000 | 0.01666667 | 8 | 88.0 | 37.23650 |
239,619 | ODDBALL | 4 | 42.5 | 60 | 44.33067 | 16.273605 | 0.35000000 | 0.00000000 | 16 | 88.0 | 37.23650 |
239,619 | CHANGEPOINT | 1 | 56.5 | 60 | 32.97676 | 30.092309 | 0.36666667 | 0.00000000 | 6 | 88.0 | 37.23650 |
239,619 | CHANGEPOINT | 2 | 67.5 | 60 | 36.76496 | 33.137685 | 0.35000000 | 0.00000000 | 7 | 88.0 | 37.23650 |
239,619 | CHANGEPOINT | 3 | 78.0 | 61 | 40.82591 | 35.297083 | 0.33333333 | 0.01666667 | 7 | 88.0 | 37.23650 |
239,619 | CHANGEPOINT | 4 | 88.0 | 60 | 47.33079 | 41.292694 | 0.21666667 | 0.00000000 | 10 | 88.0 | 37.23650 |
270,470 | CHANGEPOINT | 1 | 7.5 | 60 | 90.07994 | 86.468225 | 0.08333333 | 0.00000000 | 8 | 40.0 | 62.44462 |
270,470 | CHANGEPOINT | 2 | 10.0 | 61 | 86.88357 | 83.889900 | 0.10000000 | 0.01666667 | 11 | 40.0 | 62.44462 |
270,470 | CHANGEPOINT | 3 | 13.0 | 60 | 78.63713 | 77.129301 | 0.13333333 | 0.00000000 | 7 | 40.0 | 62.44462 |
270,470 | CHANGEPOINT | 4 | 17.0 | 60 | 65.93974 | 69.540959 | 0.03333333 | 0.00000000 | 7 | 40.0 | 62.44462 |
270,470 | ODDBALL | 1 | 20.0 | 60 | 59.94793 | 54.898855 | 0.10000000 | 0.00000000 | 13 | 40.0 | 62.44462 |
270,470 | ODDBALL | 2 | 23.0 | 60 | 21.08434 | 4.909198 | 0.50000000 | 0.00000000 | 7 | 40.0 | 62.44462 |
270,470 | ODDBALL | 3 | 38.0 | 60 | 62.31875 | 62.570008 | 0.06666667 | 0.00000000 | 9 | 40.0 | 62.44462 |
270,470 | ODDBALL | 4 | 40.0 | 60 | 34.66559 | 27.549345 | 0.26666667 | 0.00000000 | 7 | 40.0 | 62.44462 |
271,259 | ODDBALL | 1 | 5.0 | 61 | 49.55716 | 34.417935 | 0.20000000 | 0.01666667 | 9 | 71.5 | 39.14499 |
271,259 | ODDBALL | 2 | 11.0 | 60 | 41.80097 | 24.625574 | 0.16666667 | 0.00000000 | 5 | 71.5 | 39.14499 |
271,259 | ODDBALL | 3 | 16.0 | 60 | 33.57594 | 17.789174 | 0.40000000 | 0.00000000 | 8 | 71.5 | 39.14499 |
271,259 | ODDBALL | 4 | 28.0 | 60 | 34.39296 | 20.190864 | 0.33333333 | 0.00000000 | 11 | 71.5 | 39.14499 |
271,259 | CHANGEPOINT | 1 | 41.5 | 60 | 44.77484 | 36.921658 | 0.25000000 | 0.00000000 | 8 | 71.5 | 39.14499 |
271,259 | CHANGEPOINT | 2 | 49.0 | 60 | 33.84849 | 27.806211 | 0.38333333 | 0.00000000 | 10 | 71.5 | 39.14499 |
271,259 | CHANGEPOINT | 3 | 60.5 | 60 | 36.71150 | 30.867425 | 0.36666667 | 0.00000000 | 8 | 71.5 | 39.14499 |
271,259 | CHANGEPOINT | 4 | 71.5 | 60 | 38.49810 | 28.729403 | 0.28333333 | 0.00000000 | 8 | 71.5 | 39.14499 |
280,385 | CHANGEPOINT | 1 | 3.5 | 60 | 28.64347 | 23.552678 | 0.40000000 | 0.00000000 | 7 | 77.0 | 38.35403 |
280,385 | CHANGEPOINT | 2 | 15.5 | 60 | 34.91554 | 27.944653 | 0.36666667 | 0.00000000 | 12 | 77.0 | 38.35403 |
280,385 | CHANGEPOINT | 3 | 26.5 | 60 | 29.00781 | 24.246194 | 0.41666667 | 0.00000000 | 4 | 77.0 | 38.35403 |
280,385 | CHANGEPOINT | 4 | 39.0 | 60 | 35.99975 | 32.113606 | 0.33333333 | 0.00000000 | 10 | 77.0 | 38.35403 |
280,385 | ODDBALL | 1 | 51.5 | 60 | 43.15899 | 28.231174 | 0.30000000 | 0.00000000 | 8 | 77.0 | 38.35403 |
280,385 | ODDBALL | 2 | 60.5 | 60 | 48.66633 | 31.512203 | 0.35000000 | 0.00000000 | 10 | 77.0 | 38.35403 |
280,385 | ODDBALL | 3 | 71.0 | 60 | 43.91450 | 25.934482 | 0.20000000 | 0.00000000 | 8 | 77.0 | 38.35403 |
280,385 | ODDBALL | 4 | 77.0 | 60 | 42.52584 | 29.535425 | 0.36666667 | 0.00000000 | 8 | 77.0 | 38.35403 |
286,390 | ODDBALL | 1 | 5.0 | 60 | 33.72597 | 17.497754 | 0.48333333 | 0.00000000 | 9 | 100.0 | 33.08166 |
286,390 | ODDBALL | 2 | 19.5 | 60 | 28.11055 | 12.721897 | 0.48333333 | 0.00000000 | 6 | 100.0 | 33.08166 |
286,390 | ODDBALL | 3 | 34.0 | 60 | 35.53282 | 14.744203 | 0.43333333 | 0.00000000 | 10 | 100.0 | 33.08166 |
286,390 | ODDBALL | 4 | 47.0 | 60 | 25.26781 | 9.894277 | 0.43333333 | 0.00000000 | 6 | 100.0 | 33.08166 |
286,390 | CHANGEPOINT | 1 | 64.0 | 60 | 39.61162 | 34.263143 | 0.38333333 | 0.00000000 | 9 | 100.0 | 33.08166 |
286,390 | CHANGEPOINT | 2 | 75.5 | 60 | 37.93910 | 33.412222 | 0.43333333 | 0.00000000 | 9 | 100.0 | 33.08166 |
286,390 | CHANGEPOINT | 3 | 88.5 | 60 | 28.82656 | 22.655285 | 0.38333333 | 0.00000000 | 7 | 100.0 | 33.08166 |
286,390 | CHANGEPOINT | 4 | 100.0 | 60 | 35.63888 | 28.545984 | 0.26666667 | 0.00000000 | 7 | 100.0 | 33.08166 |
290,813 | CHANGEPOINT | 1 | 0.0 | 60 | 36.58601 | 30.621451 | 0.36666667 | 0.01666667 | 7 | 77.5 | 39.39871 |
290,813 | CHANGEPOINT | 2 | 11.0 | 60 | 39.10717 | 34.725334 | 0.36666667 | 0.01666667 | 8 | 77.5 | 39.39871 |
290,813 | CHANGEPOINT | 3 | 22.0 | 62 | 41.69043 | 39.489460 | 0.36666667 | 0.03333333 | 10 | 77.5 | 39.39871 |
290,813 | CHANGEPOINT | 4 | 33.0 | 60 | 49.97824 | 41.140452 | 0.33333333 | 0.00000000 | 7 | 77.5 | 39.39871 |
290,813 | ODDBALL | 1 | 45.0 | 60 | 36.46615 | 24.288207 | 0.33333333 | 0.00000000 | 8 | 77.5 | 39.39871 |
290,813 | ODDBALL | 2 | 55.0 | 60 | 42.79005 | 27.267697 | 0.28333333 | 0.00000000 | 10 | 77.5 | 39.39871 |
290,813 | ODDBALL | 3 | 63.5 | 61 | 30.68659 | 19.922719 | 0.46666667 | 0.01666667 | 7 | 77.5 | 39.39871 |
290,813 | ODDBALL | 4 | 77.5 | 60 | 37.88508 | 24.557300 | 0.36666667 | 0.00000000 | 9 | 77.5 | 39.39871 |
326,980 | ODDBALL | 1 | 4.0 | 61 | 24.39480 | 16.300893 | 0.43333333 | 0.01666667 | 6 | 58.0 | 31.63425 |
326,980 | ODDBALL | 2 | 17.0 | 60 | 32.56368 | 18.676568 | 0.43333333 | 0.00000000 | 10 | 58.0 | 31.63425 |
326,980 | ODDBALL | 3 | 30.0 | 61 | 30.57476 | 14.694719 | 0.43333333 | 0.01666667 | 8 | 58.0 | 31.63425 |
326,980 | ODDBALL | 4 | 43.0 | 60 | 28.17117 | 14.637452 | 0.40000000 | 0.00000000 | 7 | 58.0 | 31.63425 |
326,980 | CHANGEPOINT | 1 | 58.0 | 6 | 42.46683 | 44.015974 | 0.50000000 | 0.00000000 | 2 | 58.0 | 31.63425 |
336,228 | CHANGEPOINT | 1 | 6.5 | 60 | 30.54440 | 27.294662 | 0.36666667 | 0.00000000 | 6 | 68.0 | 42.65202 |
336,228 | CHANGEPOINT | 2 | 17.5 | 61 | 47.54205 | 43.676859 | 0.20000000 | 0.01666667 | 12 | 68.0 | 42.65202 |
336,228 | CHANGEPOINT | 3 | 23.5 | 63 | 46.72723 | 37.243623 | 0.26666667 | 0.05000000 | 7 | 68.0 | 42.65202 |
336,228 | CHANGEPOINT | 4 | 31.5 | 60 | 42.74205 | 39.347967 | 0.26666667 | 0.01666667 | 10 | 68.0 | 42.65202 |
336,228 | ODDBALL | 1 | 42.5 | 63 | 37.14646 | 28.253372 | 0.40000000 | 0.05000000 | 5 | 68.0 | 42.65202 |
336,228 | ODDBALL | 2 | 54.5 | 60 | 40.32044 | 25.408142 | 0.26666667 | 0.00000000 | 10 | 68.0 | 42.65202 |
336,228 | ODDBALL | 3 | 62.5 | 61 | 50.65509 | 33.119903 | 0.18333333 | 0.01666667 | 9 | 68.0 | 42.65202 |
336,228 | ODDBALL | 4 | 68.0 | 60 | 45.53843 | 34.392121 | 0.30000000 | 0.00000000 | 8 | 68.0 | 42.65202 |
336,606 | CHANGEPOINT | 1 | 0.5 | 60 | 35.59272 | 31.963234 | 0.36666667 | 0.00000000 | 7 | 83.0 | 37.53955 |
336,606 | CHANGEPOINT | 2 | 11.5 | 60 | 45.90960 | 40.080092 | 0.20000000 | 0.00000000 | 9 | 83.0 | 37.53955 |
336,606 | CHANGEPOINT | 3 | 17.5 | 60 | 47.16993 | 42.577071 | 0.33333333 | 0.00000000 | 9 | 83.0 | 37.53955 |
336,606 | CHANGEPOINT | 4 | 27.5 | 60 | 37.27330 | 36.736884 | 0.28333333 | 0.00000000 | 9 | 83.0 | 37.53955 |
336,606 | ODDBALL | 1 | 40.5 | 60 | 42.06724 | 29.088062 | 0.41666667 | 0.00000000 | 10 | 83.0 | 37.53955 |
336,606 | ODDBALL | 2 | 53.0 | 60 | 28.07780 | 18.303343 | 0.48333333 | 0.00000000 | 8 | 83.0 | 37.53955 |
336,606 | ODDBALL | 3 | 67.5 | 60 | 27.61899 | 23.481204 | 0.51666667 | 0.00000000 | 8 | 83.0 | 37.53955 |
336,606 | ODDBALL | 4 | 83.0 | 60 | 36.60685 | 22.464800 | 0.40000000 | 0.00000000 | 8 | 83.0 | 37.53955 |
337,901 | ODDBALL | 1 | 0.0 | 60 | 36.08420 | 13.377340 | 0.43333333 | 0.00000000 | 11 | 67.0 | 44.25358 |
337,901 | ODDBALL | 2 | 13.0 | 61 | 38.15550 | 26.547895 | 0.36666667 | 0.01666667 | 7 | 67.0 | 44.25358 |
337,901 | ODDBALL | 3 | 24.0 | 60 | 34.55205 | 22.386807 | 0.30000000 | 0.00000000 | 9 | 67.0 | 44.25358 |
337,901 | ODDBALL | 4 | 33.0 | 60 | 39.69947 | 31.145769 | 0.30000000 | 0.00000000 | 3 | 67.0 | 44.25358 |
337,901 | CHANGEPOINT | 1 | 45.5 | 61 | 53.42146 | 55.031870 | 0.20000000 | 0.01666667 | 11 | 67.0 | 44.25358 |
337,901 | CHANGEPOINT | 2 | 51.5 | 60 | 42.64840 | 37.482798 | 0.26666667 | 0.00000000 | 8 | 67.0 | 44.25358 |
337,901 | CHANGEPOINT | 3 | 59.5 | 60 | 56.06485 | 52.159818 | 0.25000000 | 0.01666667 | 10 | 67.0 | 44.25358 |
337,901 | CHANGEPOINT | 4 | 67.0 | 60 | 53.40272 | 46.167772 | 0.23333333 | 0.00000000 | 7 | 67.0 | 44.25358 |
348,065 | CHANGEPOINT | 1 | 6.5 | 60 | 35.38799 | 28.753862 | 0.33333333 | 0.00000000 | 7 | 91.0 | 32.13940 |
348,065 | CHANGEPOINT | 2 | 16.5 | 61 | 34.64500 | 29.845649 | 0.46666667 | 0.01666667 | 9 | 91.0 | 32.13940 |
348,065 | CHANGEPOINT | 3 | 30.5 | 61 | 32.37151 | 25.970249 | 0.38333333 | 0.01666667 | 9 | 91.0 | 32.13940 |
348,065 | CHANGEPOINT | 4 | 42.0 | 60 | 35.76652 | 30.038037 | 0.31666667 | 0.00000000 | 11 | 91.0 | 32.13940 |
348,065 | ODDBALL | 1 | 55.5 | 60 | 19.73734 | 11.082378 | 0.50000000 | 0.00000000 | 4 | 91.0 | 32.13940 |
348,065 | ODDBALL | 2 | 70.5 | 60 | 33.27694 | 18.072587 | 0.35000000 | 0.00000000 | 6 | 91.0 | 32.13940 |
348,065 | ODDBALL | 3 | 81.0 | 60 | 30.44035 | 17.889256 | 0.33333333 | 0.00000000 | 10 | 91.0 | 32.13940 |
348,065 | ODDBALL | 4 | 91.0 | 60 | 35.48959 | 18.491785 | 0.45000000 | 0.00000000 | 10 | 91.0 | 32.13940 |
357,086 | CHANGEPOINT | 1 | 5.5 | 60 | 33.26935 | 27.265937 | 0.40000000 | 0.00000000 | 7 | 84.0 | 37.25357 |
357,086 | CHANGEPOINT | 2 | 17.5 | 60 | 34.67732 | 32.245873 | 0.45000000 | 0.00000000 | 10 | 84.0 | 37.25357 |
357,086 | CHANGEPOINT | 3 | 31.0 | 60 | 34.53734 | 24.903624 | 0.31666667 | 0.00000000 | 9 | 84.0 | 37.25357 |
357,086 | CHANGEPOINT | 4 | 40.5 | 60 | 29.87525 | 27.078293 | 0.43333333 | 0.00000000 | 6 | 84.0 | 37.25357 |
357,086 | ODDBALL | 1 | 55.5 | 60 | 42.14223 | 30.873859 | 0.33333333 | 0.00000000 | 9 | 84.0 | 37.25357 |
357,086 | ODDBALL | 2 | 65.5 | 60 | 43.66709 | 28.064581 | 0.25000000 | 0.00000000 | 12 | 84.0 | 37.25357 |
357,086 | ODDBALL | 3 | 73.0 | 60 | 39.67165 | 23.812864 | 0.36666667 | 0.00000000 | 7 | 84.0 | 37.25357 |
357,086 | ODDBALL | 4 | 84.0 | 60 | 40.18833 | 21.335964 | 0.40000000 | 0.00000000 | 7 | 84.0 | 37.25357 |
358,678 | CHANGEPOINT | 1 | 2.5 | 62 | 64.47591 | 57.467466 | 0.16666667 | 0.05000000 | 8 | 54.5 | 50.29249 |
358,678 | CHANGEPOINT | 2 | 7.5 | 63 | 47.75925 | 45.533996 | 0.13333333 | 0.05000000 | 8 | 54.5 | 50.29249 |
358,678 | CHANGEPOINT | 3 | 11.5 | 65 | 50.41344 | 49.457778 | 0.26666667 | 0.10000000 | 8 | 54.5 | 50.29249 |
358,678 | CHANGEPOINT | 4 | 19.5 | 68 | 50.91722 | 48.180321 | 0.31666667 | 0.16666667 | 8 | 54.5 | 50.29249 |
358,678 | ODDBALL | 1 | 29.0 | 62 | 50.37699 | 42.709346 | 0.20000000 | 0.05000000 | 9 | 54.5 | 50.29249 |
358,678 | ODDBALL | 2 | 35.0 | 60 | 37.05412 | 28.059533 | 0.35000000 | 0.00000000 | 8 | 54.5 | 50.29249 |
358,678 | ODDBALL | 3 | 45.5 | 60 | 42.98787 | 40.010728 | 0.30000000 | 0.00000000 | 6 | 54.5 | 50.29249 |
358,678 | ODDBALL | 4 | 54.5 | 66 | 58.35516 | 52.440256 | 0.21666667 | 0.13333333 | 11 | 54.5 | 50.29249 |
361,956 | ODDBALL | 1 | 2.5 | 60 | 38.93443 | 19.974046 | 0.31666667 | 0.00000000 | 9 | 77.0 | 36.24053 |
361,956 | ODDBALL | 2 | 12.0 | 60 | 41.15338 | 20.073074 | 0.35000000 | 0.00000000 | 9 | 77.0 | 36.24053 |
361,956 | ODDBALL | 3 | 22.5 | 61 | 28.95795 | 19.983959 | 0.40000000 | 0.03333333 | 8 | 77.0 | 36.24053 |
361,956 | ODDBALL | 4 | 34.5 | 60 | 33.43712 | 21.666641 | 0.36666667 | 0.00000000 | 6 | 77.0 | 36.24053 |
361,956 | CHANGEPOINT | 1 | 48.5 | 60 | 40.80182 | 37.370198 | 0.36666667 | 0.00000000 | 12 | 77.0 | 36.24053 |
361,956 | CHANGEPOINT | 2 | 59.5 | 60 | 34.44480 | 32.163265 | 0.31666667 | 0.00000000 | 8 | 77.0 | 36.24053 |
361,956 | CHANGEPOINT | 3 | 69.0 | 60 | 32.58721 | 26.753729 | 0.26666667 | 0.00000000 | 7 | 77.0 | 36.24053 |
361,956 | CHANGEPOINT | 4 | 77.0 | 60 | 39.60752 | 37.031859 | 0.30000000 | 0.00000000 | 10 | 77.0 | 36.24053 |
366,568 | ODDBALL | 1 | 5.5 | 60 | 28.55280 | 13.056167 | 0.40000000 | 0.00000000 | 6 | 101.0 | 29.33703 |
366,568 | ODDBALL | 2 | 17.5 | 60 | 29.53599 | 7.194293 | 0.43333333 | 0.00000000 | 12 | 101.0 | 29.33703 |
366,568 | ODDBALL | 3 | 30.5 | 60 | 23.55394 | 13.431963 | 0.46666667 | 0.00000000 | 6 | 101.0 | 29.33703 |
366,568 | ODDBALL | 4 | 44.5 | 60 | 31.93094 | 9.618185 | 0.50000000 | 0.00000000 | 11 | 101.0 | 29.33703 |
366,568 | CHANGEPOINT | 1 | 63.0 | 60 | 29.06886 | 23.964109 | 0.36666667 | 0.00000000 | 8 | 101.0 | 29.33703 |
366,568 | CHANGEPOINT | 2 | 74.0 | 60 | 27.82229 | 19.531437 | 0.50000000 | 0.00000000 | 7 | 101.0 | 29.33703 |
366,568 | CHANGEPOINT | 3 | 89.0 | 60 | 32.24320 | 24.370896 | 0.40000000 | 0.00000000 | 9 | 101.0 | 29.33703 |
366,568 | CHANGEPOINT | 4 | 101.0 | 60 | 31.98820 | 27.214993 | 0.41666667 | 0.00000000 | 8 | 101.0 | 29.33703 |
370,064 | ODDBALL | 1 | 3.5 | 60 | 30.00647 | 15.758109 | 0.41666667 | 0.00000000 | 8 | 93.5 | 32.29829 |
370,064 | ODDBALL | 2 | 16.0 | 60 | 22.63510 | 10.313784 | 0.55000000 | 0.00000000 | 4 | 93.5 | 32.29829 |
370,064 | ODDBALL | 3 | 32.5 | 60 | 40.87622 | 16.033234 | 0.30000000 | 0.00000000 | 11 | 93.5 | 32.29829 |
370,064 | ODDBALL | 4 | 41.5 | 60 | 36.43750 | 17.233063 | 0.40000000 | 0.00000000 | 11 | 93.5 | 32.29829 |
370,064 | CHANGEPOINT | 1 | 57.5 | 60 | 34.12376 | 27.815261 | 0.40000000 | 0.00000000 | 7 | 93.5 | 32.29829 |
370,064 | CHANGEPOINT | 2 | 69.5 | 60 | 27.17741 | 24.285517 | 0.46666667 | 0.00000000 | 7 | 93.5 | 32.29829 |
370,064 | CHANGEPOINT | 3 | 83.5 | 60 | 34.64647 | 30.673761 | 0.33333333 | 0.00000000 | 8 | 93.5 | 32.29829 |
370,064 | CHANGEPOINT | 4 | 93.5 | 60 | 32.48337 | 26.366451 | 0.31666667 | 0.00000000 | 9 | 93.5 | 32.29829 |
375,251 | CHANGEPOINT | 1 | 4.0 | 60 | 83.89669 | 82.953765 | 0.06666667 | 0.00000000 | 9 | 63.0 | 48.65498 |
375,251 | CHANGEPOINT | 2 | 6.0 | 60 | 29.32440 | 24.131580 | 0.36666667 | 0.00000000 | 6 | 63.0 | 48.65498 |
375,251 | CHANGEPOINT | 3 | 17.0 | 60 | 35.26867 | 27.869032 | 0.35000000 | 0.00000000 | 8 | 63.0 | 48.65498 |
375,251 | CHANGEPOINT | 4 | 27.5 | 60 | 44.62605 | 43.407588 | 0.35000000 | 0.00000000 | 11 | 63.0 | 48.65498 |
375,251 | ODDBALL | 1 | 40.0 | 60 | 65.69417 | 50.712772 | 0.15000000 | 0.00000000 | 9 | 63.0 | 48.65498 |
375,251 | ODDBALL | 2 | 44.5 | 61 | 41.99786 | 26.110104 | 0.36666667 | 0.01666667 | 10 | 63.0 | 48.65498 |
375,251 | ODDBALL | 3 | 55.5 | 60 | 48.66076 | 35.288178 | 0.25000000 | 0.00000000 | 8 | 63.0 | 48.65498 |
375,251 | ODDBALL | 4 | 63.0 | 60 | 39.77126 | 25.456061 | 0.35000000 | 0.00000000 | 6 | 63.0 | 48.65498 |
377,598 | CHANGEPOINT | 1 | 3.0 | 60 | 32.85380 | 28.488223 | 0.41666667 | 0.00000000 | 10 | 80.5 | 38.17436 |
377,598 | CHANGEPOINT | 2 | 15.5 | 61 | 26.25010 | 15.014226 | 0.43333333 | 0.01666667 | 5 | 80.5 | 38.17436 |
377,598 | CHANGEPOINT | 3 | 28.5 | 61 | 44.85141 | 39.808276 | 0.26666667 | 0.01666667 | 12 | 80.5 | 38.17436 |
377,598 | CHANGEPOINT | 4 | 36.5 | 60 | 30.24160 | 23.782126 | 0.40000000 | 0.00000000 | 3 | 80.5 | 38.17436 |
377,598 | ODDBALL | 1 | 51.0 | 60 | 53.25499 | 29.383478 | 0.26666667 | 0.00000000 | 14 | 80.5 | 38.17436 |
377,598 | ODDBALL | 2 | 59.0 | 60 | 41.37957 | 24.893768 | 0.26666667 | 0.00000000 | 9 | 80.5 | 38.17436 |
377,598 | ODDBALL | 3 | 67.0 | 60 | 32.69497 | 23.976664 | 0.45000000 | 0.00000000 | 8 | 80.5 | 38.17436 |
377,598 | ODDBALL | 4 | 80.5 | 60 | 43.86846 | 30.226365 | 0.36666667 | 0.00000000 | 9 | 80.5 | 38.17436 |
390,664 | ODDBALL | 1 | 5.0 | 60 | 34.30550 | 19.637395 | 0.30000000 | 0.00000000 | 6 | 73.0 | 35.97267 |
390,664 | ODDBALL | 2 | 14.0 | 60 | 42.77571 | 33.132940 | 0.20000000 | 0.00000000 | 11 | 73.0 | 35.97267 |
390,664 | ODDBALL | 3 | 20.0 | 60 | 37.96947 | 24.747857 | 0.33333333 | 0.00000000 | 9 | 73.0 | 35.97267 |
390,664 | ODDBALL | 4 | 30.0 | 60 | 32.36429 | 15.978295 | 0.38333333 | 0.00000000 | 9 | 73.0 | 35.97267 |
390,664 | CHANGEPOINT | 1 | 44.5 | 60 | 32.67345 | 28.099014 | 0.38333333 | 0.00000000 | 7 | 73.0 | 35.97267 |
390,664 | CHANGEPOINT | 2 | 56.0 | 60 | 32.95588 | 27.326836 | 0.31666667 | 0.00000000 | 10 | 73.0 | 35.97267 |
390,664 | CHANGEPOINT | 3 | 65.5 | 60 | 38.22379 | 29.675660 | 0.25000000 | 0.00000000 | 6 | 73.0 | 35.97267 |
390,664 | CHANGEPOINT | 4 | 73.0 | 60 | 36.51331 | 31.923333 | 0.33333333 | 0.00000000 | 10 | 73.0 | 35.97267 |
402,292 | CHANGEPOINT | 1 | 5.0 | 64 | 28.92509 | 22.896893 | 0.41666667 | 0.08333333 | 8 | 95.5 | 33.65004 |
402,292 | CHANGEPOINT | 2 | 17.5 | 60 | 26.24258 | 23.627409 | 0.53333333 | 0.00000000 | 8 | 95.5 | 33.65004 |
402,292 | CHANGEPOINT | 3 | 33.5 | 60 | 42.76464 | 35.226504 | 0.38333333 | 0.00000000 | 11 | 95.5 | 33.65004 |
402,292 | CHANGEPOINT | 4 | 45.0 | 60 | 27.83720 | 22.541303 | 0.36666667 | 0.00000000 | 5 | 95.5 | 33.65004 |
402,292 | ODDBALL | 1 | 60.0 | 61 | 40.90058 | 17.816957 | 0.45000000 | 0.01666667 | 12 | 95.5 | 33.65004 |
402,292 | ODDBALL | 2 | 73.5 | 60 | 30.32393 | 14.884482 | 0.36666667 | 0.00000000 | 9 | 95.5 | 33.65004 |
402,292 | ODDBALL | 3 | 84.5 | 60 | 34.07171 | 16.411268 | 0.36666667 | 0.00000000 | 7 | 95.5 | 33.65004 |
402,292 | ODDBALL | 4 | 95.5 | 63 | 38.13463 | 27.905186 | 0.40000000 | 0.06666667 | 10 | 95.5 | 33.65004 |
405,983 | CHANGEPOINT | 1 | 7.0 | 60 | 27.42060 | 21.659238 | 0.36666667 | 0.00000000 | 6 | 79.0 | 34.21234 |
405,983 | CHANGEPOINT | 2 | 18.0 | 60 | 42.90975 | 41.886874 | 0.30000000 | 0.00000000 | 10 | 79.0 | 34.21234 |
405,983 | CHANGEPOINT | 3 | 27.0 | 60 | 33.22771 | 28.730357 | 0.26666667 | 0.00000000 | 9 | 79.0 | 34.21234 |
405,983 | CHANGEPOINT | 4 | 35.0 | 60 | 45.56770 | 39.500074 | 0.28333333 | 0.00000000 | 8 | 79.0 | 34.21234 |
405,983 | ODDBALL | 1 | 44.5 | 60 | 32.16428 | 13.345001 | 0.31666667 | 0.00000000 | 7 | 79.0 | 34.21234 |
405,983 | ODDBALL | 2 | 54.0 | 60 | 28.75297 | 9.813445 | 0.50000000 | 0.00000000 | 7 | 79.0 | 34.21234 |
405,983 | ODDBALL | 3 | 69.0 | 60 | 31.58351 | 21.185674 | 0.33333333 | 0.00000000 | 9 | 79.0 | 34.21234 |
405,983 | ODDBALL | 4 | 79.0 | 60 | 32.07224 | 12.047358 | 0.46666667 | 0.00000000 | 10 | 79.0 | 34.21234 |
412,911 | CHANGEPOINT | 1 | 5.5 | 60 | 38.65042 | 30.543146 | 0.28333333 | 0.00000000 | 10 | 92.5 | 32.27447 |
412,911 | CHANGEPOINT | 2 | 14.0 | 60 | 31.23330 | 30.978982 | 0.35000000 | 0.00000000 | 6 | 92.5 | 32.27447 |
412,911 | CHANGEPOINT | 3 | 24.5 | 60 | 24.85389 | 16.328407 | 0.51666667 | 0.00000000 | 8 | 92.5 | 32.27447 |
412,911 | CHANGEPOINT | 4 | 40.0 | 60 | 31.16886 | 22.710317 | 0.41666667 | 0.00000000 | 11 | 92.5 | 32.27447 |
412,911 | ODDBALL | 1 | 55.0 | 60 | 39.25670 | 27.078447 | 0.33333333 | 0.00000000 | 8 | 92.5 | 32.27447 |
412,911 | ODDBALL | 2 | 65.0 | 60 | 38.50035 | 22.924835 | 0.38333333 | 0.00000000 | 8 | 92.5 | 32.27447 |
412,911 | ODDBALL | 3 | 76.5 | 60 | 21.20908 | 7.736411 | 0.53333333 | 0.00000000 | 7 | 92.5 | 32.27447 |
412,911 | ODDBALL | 4 | 92.5 | 60 | 33.32312 | 16.652318 | 0.43333333 | 0.00000000 | 8 | 92.5 | 32.27447 |
420,484 | ODDBALL | 1 | 5.0 | 60 | 41.98106 | 26.937910 | 0.21666667 | 0.00000000 | 10 | 74.5 | 38.47073 |
420,484 | ODDBALL | 2 | 11.5 | 62 | 37.07137 | 22.746970 | 0.31666667 | 0.03333333 | 6 | 74.5 | 38.47073 |
420,484 | ODDBALL | 3 | 21.0 | 61 | 43.40737 | 22.749343 | 0.20000000 | 0.01666667 | 11 | 74.5 | 38.47073 |
420,484 | ODDBALL | 4 | 27.0 | 60 | 28.25655 | 15.661155 | 0.43333333 | 0.00000000 | 5 | 74.5 | 38.47073 |
420,484 | CHANGEPOINT | 1 | 41.5 | 60 | 45.74427 | 40.758959 | 0.36666667 | 0.00000000 | 10 | 74.5 | 38.47073 |
420,484 | CHANGEPOINT | 2 | 52.5 | 60 | 38.32192 | 32.104654 | 0.35000000 | 0.00000000 | 9 | 74.5 | 38.47073 |
420,484 | CHANGEPOINT | 3 | 63.0 | 60 | 41.55836 | 35.752006 | 0.38333333 | 0.00000000 | 8 | 74.5 | 38.47073 |
420,484 | CHANGEPOINT | 4 | 74.5 | 60 | 31.42495 | 25.757864 | 0.36666667 | 0.00000000 | 8 | 74.5 | 38.47073 |
465,801 | CHANGEPOINT | 1 | 5.0 | 61 | 44.79451 | 39.313580 | 0.25000000 | 0.01666667 | 10 | 68.0 | 40.50969 |
465,801 | CHANGEPOINT | 2 | 12.5 | 61 | 51.51708 | 46.337657 | 0.23333333 | 0.01666667 | 9 | 68.0 | 40.50969 |
465,801 | CHANGEPOINT | 3 | 19.5 | 60 | 33.47055 | 29.110004 | 0.30000000 | 0.00000000 | 7 | 68.0 | 40.50969 |
465,801 | CHANGEPOINT | 4 | 28.5 | 61 | 36.79132 | 36.291174 | 0.33333333 | 0.01666667 | 8 | 68.0 | 40.50969 |
465,801 | ODDBALL | 1 | 38.5 | 60 | 38.11597 | 22.980095 | 0.41666667 | 0.00000000 | 8 | 68.0 | 40.50969 |
465,801 | ODDBALL | 2 | 51.0 | 60 | 49.45060 | 36.739666 | 0.23333333 | 0.01666667 | 10 | 68.0 | 40.50969 |
465,801 | ODDBALL | 3 | 58.0 | 62 | 34.86778 | 23.206729 | 0.33333333 | 0.03333333 | 7 | 68.0 | 40.50969 |
465,801 | ODDBALL | 4 | 68.0 | 61 | 35.06969 | 20.457426 | 0.36666667 | 0.01666667 | 9 | 68.0 | 40.50969 |
487,469 | ODDBALL | 1 | 3.0 | 61 | 31.71561 | 21.444016 | 0.45000000 | 0.01666667 | 6 | 86.5 | 35.64447 |
487,469 | ODDBALL | 2 | 16.5 | 60 | 29.32474 | 19.327046 | 0.46666667 | 0.00000000 | 7 | 86.5 | 35.64447 |
487,469 | ODDBALL | 3 | 30.5 | 60 | 34.29481 | 19.335392 | 0.38333333 | 0.00000000 | 10 | 86.5 | 35.64447 |
487,469 | ODDBALL | 4 | 42.0 | 61 | 33.02373 | 14.149175 | 0.43333333 | 0.01666667 | 8 | 86.5 | 35.64447 |
487,469 | CHANGEPOINT | 1 | 57.0 | 61 | 38.55121 | 37.863003 | 0.26666667 | 0.03333333 | 8 | 86.5 | 35.64447 |
487,469 | CHANGEPOINT | 2 | 65.0 | 60 | 40.44242 | 37.710224 | 0.40000000 | 0.00000000 | 10 | 86.5 | 35.64447 |
487,469 | CHANGEPOINT | 3 | 77.0 | 61 | 44.31794 | 42.729064 | 0.31666667 | 0.01666667 | 10 | 86.5 | 35.64447 |
487,469 | CHANGEPOINT | 4 | 86.5 | 60 | 33.48531 | 26.618399 | 0.35000000 | 0.00000000 | 7 | 86.5 | 35.64447 |
497,282 | ODDBALL | 1 | 4.5 | 60 | 50.78242 | 36.151440 | 0.25000000 | 0.00000000 | 11 | 67.0 | 40.13755 |
497,282 | ODDBALL | 2 | 12.0 | 60 | 28.71029 | 20.173796 | 0.40000000 | 0.00000000 | 7 | 67.0 | 40.13755 |
497,282 | ODDBALL | 3 | 24.0 | 61 | 47.48694 | 36.159349 | 0.25000000 | 0.01666667 | 8 | 67.0 | 40.13755 |
497,282 | ODDBALL | 4 | 31.5 | 60 | 39.28476 | 24.800622 | 0.30000000 | 0.00000000 | 11 | 67.0 | 40.13755 |
497,282 | CHANGEPOINT | 1 | 43.0 | 60 | 36.35875 | 27.247091 | 0.21666667 | 0.00000000 | 7 | 67.0 | 40.13755 |
497,282 | CHANGEPOINT | 2 | 49.5 | 60 | 34.40166 | 27.613380 | 0.33333333 | 0.00000000 | 9 | 67.0 | 40.13755 |
497,282 | CHANGEPOINT | 3 | 59.5 | 60 | 39.87584 | 41.638029 | 0.25000000 | 0.00000000 | 8 | 67.0 | 40.13755 |
497,282 | CHANGEPOINT | 4 | 67.0 | 60 | 44.19975 | 41.377706 | 0.33333333 | 0.00000000 | 8 | 67.0 | 40.13755 |
498,100 | CHANGEPOINT | 1 | 5.0 | 60 | 31.51287 | 25.573716 | 0.43333333 | 0.00000000 | 8 | 92.0 | 31.28331 |
498,100 | CHANGEPOINT | 2 | 18.0 | 60 | 32.22450 | 29.004284 | 0.40000000 | 0.00000000 | 8 | 92.0 | 31.28331 |
498,100 | CHANGEPOINT | 3 | 30.0 | 60 | 33.28492 | 31.600367 | 0.46666667 | 0.00000000 | 9 | 92.0 | 31.28331 |
498,100 | CHANGEPOINT | 4 | 44.0 | 60 | 31.33803 | 25.682255 | 0.40000000 | 0.00000000 | 7 | 92.0 | 31.28331 |
498,100 | ODDBALL | 1 | 59.0 | 60 | 29.10703 | 13.045988 | 0.35000000 | 0.00000000 | 9 | 92.0 | 31.28331 |
498,100 | ODDBALL | 2 | 69.5 | 60 | 24.64889 | 9.489294 | 0.45000000 | 0.00000000 | 6 | 92.0 | 31.28331 |
498,100 | ODDBALL | 3 | 83.0 | 60 | 37.41278 | 27.720423 | 0.30000000 | 0.00000000 | 11 | 92.0 | 31.28331 |
498,100 | ODDBALL | 4 | 92.0 | 60 | 30.73742 | 9.217331 | 0.35000000 | 0.00000000 | 7 | 92.0 | 31.28331 |
520,216 | CHANGEPOINT | 1 | 6.0 | 60 | 42.88959 | 41.363552 | 0.18333333 | 0.00000000 | 10 | 89.0 | 35.84367 |
520,216 | CHANGEPOINT | 2 | 11.5 | 60 | 38.71045 | 30.417950 | 0.33333333 | 0.00000000 | 7 | 89.0 | 35.84367 |
520,216 | CHANGEPOINT | 3 | 21.5 | 60 | 40.73086 | 30.721324 | 0.38333333 | 0.00000000 | 9 | 89.0 | 35.84367 |
520,216 | CHANGEPOINT | 4 | 33.0 | 60 | 40.19306 | 31.169640 | 0.41666667 | 0.00000000 | 8 | 89.0 | 35.84367 |
520,216 | ODDBALL | 1 | 49.0 | 60 | 29.61573 | 17.865304 | 0.46666667 | 0.00000000 | 10 | 89.0 | 35.84367 |
520,216 | ODDBALL | 2 | 63.0 | 60 | 26.21963 | 14.227523 | 0.51666667 | 0.00000000 | 7 | 89.0 | 35.84367 |
520,216 | ODDBALL | 3 | 78.5 | 60 | 43.21201 | 22.639734 | 0.35000000 | 0.00000000 | 14 | 89.0 | 35.84367 |
520,216 | ODDBALL | 4 | 89.0 | 60 | 25.17806 | 14.515841 | 0.45000000 | 0.00000000 | 4 | 89.0 | 35.84367 |
523,645 | ODDBALL | 1 | 4.0 | 60 | 30.55273 | 8.223011 | 0.46666667 | 0.00000000 | 9 | 95.0 | 31.24677 |
523,645 | ODDBALL | 2 | 18.0 | 60 | 36.17871 | 20.902215 | 0.38333333 | 0.00000000 | 8 | 95.0 | 31.24677 |
523,645 | ODDBALL | 3 | 29.5 | 60 | 28.88460 | 9.760573 | 0.48333333 | 0.00000000 | 8 | 95.0 | 31.24677 |
523,645 | ODDBALL | 4 | 44.0 | 60 | 31.81275 | 15.562401 | 0.38333333 | 0.00000000 | 11 | 95.0 | 31.24677 |
523,645 | CHANGEPOINT | 1 | 59.0 | 60 | 31.16592 | 24.351821 | 0.46666667 | 0.00000000 | 7 | 95.0 | 31.24677 |
523,645 | CHANGEPOINT | 2 | 73.0 | 60 | 27.39450 | 19.402256 | 0.40000000 | 0.00000000 | 7 | 95.0 | 31.24677 |
523,645 | CHANGEPOINT | 3 | 85.0 | 60 | 33.61952 | 24.559301 | 0.33333333 | 0.00000000 | 10 | 95.0 | 31.24677 |
523,645 | CHANGEPOINT | 4 | 95.0 | 60 | 30.36545 | 24.296990 | 0.40000000 | 0.00000000 | 8 | 95.0 | 31.24677 |
544,168 | CHANGEPOINT | 1 | 5.5 | 60 | 37.26395 | 32.085770 | 0.43333333 | 0.00000000 | 9 | 88.0 | 32.27857 |
544,168 | CHANGEPOINT | 2 | 18.5 | 60 | 28.32914 | 23.080271 | 0.31666667 | 0.00000000 | 11 | 88.0 | 32.27857 |
544,168 | CHANGEPOINT | 3 | 28.0 | 60 | 35.83867 | 31.100832 | 0.33333333 | 0.00000000 | 8 | 88.0 | 32.27857 |
544,168 | CHANGEPOINT | 4 | 38.0 | 60 | 33.66652 | 29.091972 | 0.35000000 | 0.00000000 | 7 | 88.0 | 32.27857 |
544,168 | ODDBALL | 1 | 51.5 | 60 | 32.13444 | 18.339661 | 0.38333333 | 0.00000000 | 8 | 88.0 | 32.27857 |
544,168 | ODDBALL | 2 | 63.0 | 60 | 31.22899 | 12.516833 | 0.40000000 | 0.00000000 | 11 | 88.0 | 32.27857 |
544,168 | ODDBALL | 3 | 75.0 | 60 | 31.64583 | 13.915063 | 0.43333333 | 0.00000000 | 6 | 88.0 | 32.27857 |
544,168 | ODDBALL | 4 | 88.0 | 60 | 28.12100 | 10.275927 | 0.48333333 | 0.00000000 | 9 | 88.0 | 32.27857 |
545,599 | ODDBALL | 1 | 0.5 | 62 | 53.90171 | 37.849293 | 0.20000000 | 0.03333333 | 8 | 72.0 | 39.17709 |
545,599 | ODDBALL | 2 | 6.5 | 60 | 29.16770 | 18.461685 | 0.38333333 | 0.00000000 | 6 | 72.0 | 39.17709 |
545,599 | ODDBALL | 3 | 18.0 | 60 | 38.01135 | 23.233615 | 0.38333333 | 0.00000000 | 10 | 72.0 | 39.17709 |
545,599 | ODDBALL | 4 | 29.5 | 60 | 25.04080 | 12.511856 | 0.48333333 | 0.00000000 | 7 | 72.0 | 39.17709 |
545,599 | CHANGEPOINT | 1 | 45.5 | 61 | 44.13856 | 38.807570 | 0.30000000 | 0.03333333 | 9 | 72.0 | 39.17709 |
545,599 | CHANGEPOINT | 2 | 54.5 | 64 | 48.73688 | 45.638420 | 0.26666667 | 0.06666667 | 8 | 72.0 | 39.17709 |
545,599 | CHANGEPOINT | 3 | 62.5 | 60 | 39.06330 | 32.755261 | 0.31666667 | 0.00000000 | 8 | 72.0 | 39.17709 |
545,599 | CHANGEPOINT | 4 | 72.0 | 62 | 35.35645 | 31.259390 | 0.38333333 | 0.05000000 | 10 | 72.0 | 39.17709 |
552,946 | ODDBALL | 1 | 2.0 | 60 | 28.49431 | 17.300136 | 0.48333333 | 0.00000000 | 5 | 80.0 | 35.02142 |
552,946 | ODDBALL | 2 | 16.5 | 60 | 35.90427 | 19.042643 | 0.28333333 | 0.00000000 | 8 | 80.0 | 35.02142 |
552,946 | ODDBALL | 3 | 25.0 | 60 | 34.37779 | 12.709940 | 0.45000000 | 0.00000000 | 11 | 80.0 | 35.02142 |
552,946 | ODDBALL | 4 | 38.5 | 60 | 31.56072 | 11.074969 | 0.35000000 | 0.00000000 | 7 | 80.0 | 35.02142 |
552,946 | CHANGEPOINT | 1 | 50.0 | 60 | 39.90948 | 34.881706 | 0.38333333 | 0.00000000 | 9 | 80.0 | 35.02142 |
552,946 | CHANGEPOINT | 2 | 61.5 | 60 | 30.27458 | 28.354165 | 0.38333333 | 0.00000000 | 8 | 80.0 | 35.02142 |
552,946 | CHANGEPOINT | 3 | 73.0 | 60 | 40.34492 | 34.393766 | 0.23333333 | 0.00000000 | 8 | 80.0 | 35.02142 |
552,946 | CHANGEPOINT | 4 | 80.0 | 60 | 39.30527 | 34.584995 | 0.30000000 | 0.00000000 | 10 | 80.0 | 35.02142 |
553,816 | ODDBALL | 1 | 5.0 | 61 | 35.44370 | 16.529679 | 0.43333333 | 0.01666667 | 11 | 95.0 | 32.79461 |
553,816 | ODDBALL | 2 | 18.0 | 60 | 18.95814 | 11.185183 | 0.48333333 | 0.00000000 | 4 | 95.0 | 32.79461 |
553,816 | ODDBALL | 3 | 32.5 | 60 | 35.36868 | 15.825936 | 0.41666667 | 0.00000000 | 10 | 95.0 | 32.79461 |
553,816 | ODDBALL | 4 | 45.0 | 60 | 32.48275 | 6.362315 | 0.43333333 | 0.00000000 | 12 | 95.0 | 32.79461 |
553,816 | CHANGEPOINT | 1 | 63.0 | 60 | 35.12442 | 27.194714 | 0.31666667 | 0.00000000 | 5 | 95.0 | 32.79461 |
553,816 | CHANGEPOINT | 2 | 72.5 | 60 | 30.70102 | 24.208615 | 0.38333333 | 0.00000000 | 9 | 95.0 | 32.79461 |
553,816 | CHANGEPOINT | 3 | 84.0 | 60 | 33.63577 | 26.774848 | 0.36666667 | 0.00000000 | 7 | 95.0 | 32.79461 |
553,816 | CHANGEPOINT | 4 | 95.0 | 60 | 40.64242 | 36.858351 | 0.28333333 | 0.00000000 | 10 | 95.0 | 32.79461 |
556,363 | ODDBALL | 1 | 4.0 | 60 | 45.78011 | 27.963695 | 0.31666667 | 0.00000000 | 10 | 88.5 | 34.25728 |
556,363 | ODDBALL | 2 | 13.5 | 60 | 25.25480 | 10.200565 | 0.41666667 | 0.00000000 | 6 | 88.5 | 34.25728 |
556,363 | ODDBALL | 3 | 26.0 | 60 | 24.38465 | 10.397186 | 0.48333333 | 0.00000000 | 9 | 88.5 | 34.25728 |
556,363 | ODDBALL | 4 | 40.5 | 60 | 28.06551 | 8.342301 | 0.41666667 | 0.00000000 | 8 | 88.5 | 34.25728 |
556,363 | CHANGEPOINT | 1 | 56.0 | 60 | 42.47398 | 39.619101 | 0.40000000 | 0.00000000 | 7 | 88.5 | 34.25728 |
556,363 | CHANGEPOINT | 2 | 68.0 | 60 | 39.03466 | 29.636138 | 0.30000000 | 0.00000000 | 10 | 88.5 | 34.25728 |
556,363 | CHANGEPOINT | 3 | 77.0 | 60 | 28.60614 | 19.366659 | 0.38333333 | 0.00000000 | 6 | 88.5 | 34.25728 |
556,363 | CHANGEPOINT | 4 | 88.5 | 60 | 40.45838 | 33.449440 | 0.36666667 | 0.00000000 | 12 | 88.5 | 34.25728 |
560,811 | CHANGEPOINT | 1 | 4.5 | 60 | 27.45142 | 25.454383 | 0.45000000 | 0.00000000 | 7 | 93.0 | 32.93974 |
560,811 | CHANGEPOINT | 2 | 18.0 | 60 | 29.19109 | 23.088792 | 0.35000000 | 0.00000000 | 5 | 93.0 | 32.93974 |
560,811 | CHANGEPOINT | 3 | 28.5 | 60 | 39.82562 | 37.129219 | 0.38333333 | 0.00000000 | 14 | 93.0 | 32.93974 |
560,811 | CHANGEPOINT | 4 | 40.0 | 60 | 27.82784 | 16.935630 | 0.41666667 | 0.00000000 | 5 | 93.0 | 32.93974 |
560,811 | ODDBALL | 1 | 55.0 | 60 | 34.46437 | 16.733799 | 0.46666667 | 0.00000000 | 9 | 93.0 | 32.93974 |
560,811 | ODDBALL | 2 | 69.0 | 60 | 28.59832 | 22.240758 | 0.45000000 | 0.00000000 | 7 | 93.0 | 32.93974 |
560,811 | ODDBALL | 3 | 82.5 | 61 | 36.25371 | 10.030531 | 0.35000000 | 0.01666667 | 12 | 93.0 | 32.93974 |
560,811 | ODDBALL | 4 | 93.0 | 60 | 39.90558 | 32.395433 | 0.23333333 | 0.00000000 | 7 | 93.0 | 32.93974 |
577,910 | CHANGEPOINT | 1 | 5.5 | 60 | 30.36348 | 27.050561 | 0.28333333 | 0.00000000 | 9 | 87.0 | 32.85146 |
577,910 | CHANGEPOINT | 2 | 14.0 | 60 | 32.74690 | 28.708105 | 0.35000000 | 0.00000000 | 9 | 87.0 | 32.85146 |
577,910 | CHANGEPOINT | 3 | 24.5 | 60 | 36.87167 | 35.643075 | 0.30000000 | 0.00000000 | 8 | 87.0 | 32.85146 |
577,910 | CHANGEPOINT | 4 | 33.5 | 60 | 25.71217 | 22.170260 | 0.48333333 | 0.00000000 | 5 | 87.0 | 32.85146 |
577,910 | ODDBALL | 1 | 50.5 | 60 | 44.22407 | 16.177009 | 0.33333333 | 0.00000000 | 12 | 87.0 | 32.85146 |
577,910 | ODDBALL | 2 | 60.5 | 60 | 31.72914 | 16.849873 | 0.41666667 | 0.00000000 | 7 | 87.0 | 32.85146 |
577,910 | ODDBALL | 3 | 73.0 | 60 | 29.79863 | 16.863515 | 0.46666667 | 0.00000000 | 9 | 87.0 | 32.85146 |
577,910 | ODDBALL | 4 | 87.0 | 60 | 31.36564 | 15.276319 | 0.46666667 | 0.00000000 | 8 | 87.0 | 32.85146 |
590,730 | ODDBALL | 1 | 5.0 | 60 | 47.27211 | 26.084227 | 0.26666667 | 0.00000000 | 10 | 85.5 | 34.24559 |
590,730 | CHANGEPOINT | 1 | 7.0 | 60 | 40.80153 | 37.042067 | 0.28333333 | 0.00000000 | 11 | 85.5 | 34.24559 |
590,730 | ODDBALL | 2 | 13.0 | 60 | 33.40191 | 19.227122 | 0.38333333 | 0.00000000 | 7 | 85.5 | 34.24559 |
590,730 | CHANGEPOINT | 2 | 15.5 | 60 | 24.02294 | 20.394674 | 0.48333333 | 0.00000000 | 3 | 85.5 | 34.24559 |
590,730 | ODDBALL | 3 | 24.5 | 60 | 33.18720 | 19.134781 | 0.38333333 | 0.00000000 | 9 | 85.5 | 34.24559 |
590,730 | CHANGEPOINT | 3 | 30.0 | 60 | 35.60169 | 32.920305 | 0.35000000 | 0.00000000 | 9 | 85.5 | 34.24559 |
590,730 | CHANGEPOINT | 4 | 40.5 | 60 | 39.89094 | 38.030488 | 0.31666667 | 0.00000000 | 13 | 85.5 | 34.24559 |
590,730 | ODDBALL | 1 | 51.0 | 60 | 34.32636 | 19.513973 | 0.41666667 | 0.00000000 | 6 | 85.5 | 34.24559 |
590,730 | ODDBALL | 2 | 63.5 | 60 | 23.13129 | 15.090794 | 0.43333333 | 0.00000000 | 7 | 85.5 | 34.24559 |
590,730 | ODDBALL | 3 | 76.5 | 60 | 34.27088 | 19.405682 | 0.30000000 | 0.00000000 | 9 | 85.5 | 34.24559 |
590,730 | ODDBALL | 4 | 85.5 | 60 | 30.79462 | 13.798089 | 0.35000000 | 0.00000000 | 8 | 85.5 | 34.24559 |
594,829 | ODDBALL | 1 | 5.0 | 61 | 70.40621 | 57.307753 | 0.15000000 | 0.01666667 | 13 | 77.5 | 40.14839 |
594,829 | ODDBALL | 2 | 9.5 | 61 | 27.41086 | 20.167439 | 0.43333333 | 0.01666667 | 8 | 77.5 | 40.14839 |
594,829 | ODDBALL | 3 | 22.5 | 60 | 28.36578 | 13.953367 | 0.40000000 | 0.00000000 | 7 | 77.5 | 40.14839 |
594,829 | ODDBALL | 4 | 34.5 | 62 | 36.41992 | 15.531248 | 0.31666667 | 0.03333333 | 12 | 77.5 | 40.14839 |
594,829 | CHANGEPOINT | 1 | 45.0 | 60 | 43.54438 | 36.368166 | 0.41666667 | 0.00000000 | 8 | 77.5 | 40.14839 |
594,829 | CHANGEPOINT | 2 | 57.5 | 60 | 33.67854 | 33.425792 | 0.36666667 | 0.01666667 | 7 | 77.5 | 40.14839 |
594,829 | CHANGEPOINT | 3 | 68.5 | 61 | 42.09567 | 36.584562 | 0.30000000 | 0.01666667 | 11 | 77.5 | 40.14839 |
594,829 | CHANGEPOINT | 4 | 77.5 | 61 | 39.26574 | 37.609061 | 0.31666667 | 0.01666667 | 7 | 77.5 | 40.14839 |
603,203 | ODDBALL | 1 | 3.0 | 60 | 25.50074 | 10.303659 | 0.41666667 | 0.00000000 | 7 | 94.0 | 33.26913 |
603,203 | ODDBALL | 2 | 15.5 | 60 | 33.53132 | 20.193450 | 0.50000000 | 0.00000000 | 8 | 94.0 | 33.26913 |
603,203 | ODDBALL | 3 | 30.5 | 60 | 31.32586 | 13.517132 | 0.40000000 | 0.00000000 | 8 | 94.0 | 33.26913 |
603,203 | ODDBALL | 4 | 42.5 | 60 | 30.05016 | 8.798117 | 0.48333333 | 0.00000000 | 9 | 94.0 | 33.26913 |
603,203 | CHANGEPOINT | 1 | 60.0 | 60 | 36.02170 | 35.178531 | 0.31666667 | 0.00000000 | 9 | 94.0 | 33.26913 |
603,203 | CHANGEPOINT | 2 | 69.5 | 62 | 37.21659 | 31.291246 | 0.41666667 | 0.03333333 | 11 | 94.0 | 33.26913 |
603,203 | CHANGEPOINT | 3 | 82.0 | 61 | 37.07961 | 28.258613 | 0.40000000 | 0.01666667 | 6 | 94.0 | 33.26913 |
603,203 | CHANGEPOINT | 4 | 94.0 | 60 | 35.42704 | 29.188857 | 0.43333333 | 0.00000000 | 9 | 94.0 | 33.26913 |
604,188 | ODDBALL | 1 | 5.5 | 60 | 28.30418 | 12.826758 | 0.41666667 | 0.00000000 | 9 | 85.0 | 39.24156 |
604,188 | ODDBALL | 2 | 18.0 | 62 | 47.64582 | 36.950447 | 0.15000000 | 0.03333333 | 9 | 85.0 | 39.24156 |
604,188 | ODDBALL | 3 | 22.5 | 61 | 27.98804 | 13.198107 | 0.43333333 | 0.01666667 | 8 | 85.0 | 39.24156 |
604,188 | ODDBALL | 4 | 35.5 | 60 | 54.11464 | 36.607240 | 0.26666667 | 0.00000000 | 10 | 85.0 | 39.24156 |
604,188 | CHANGEPOINT | 1 | 46.5 | 61 | 38.92657 | 33.632863 | 0.48333333 | 0.01666667 | 9 | 85.0 | 39.24156 |
604,188 | CHANGEPOINT | 2 | 61.0 | 60 | 24.60521 | 20.493663 | 0.41666667 | 0.00000000 | 6 | 85.0 | 39.24156 |
604,188 | CHANGEPOINT | 3 | 73.5 | 60 | 36.17286 | 33.751903 | 0.38333333 | 0.00000000 | 9 | 85.0 | 39.24156 |
604,188 | CHANGEPOINT | 4 | 85.0 | 60 | 56.17517 | 50.820646 | 0.21666667 | 0.00000000 | 9 | 85.0 | 39.24156 |
610,487 | CHANGEPOINT | 1 | 4.5 | 60 | 59.40640 | 54.398166 | 0.15000000 | 0.00000000 | 8 | 71.5 | 45.73661 |
610,487 | CHANGEPOINT | 2 | 9.0 | 60 | 37.42127 | 35.921357 | 0.31666667 | 0.00000000 | 9 | 71.5 | 45.73661 |
610,487 | CHANGEPOINT | 3 | 18.5 | 60 | 44.87986 | 38.751008 | 0.35000000 | 0.00000000 | 8 | 71.5 | 45.73661 |
610,487 | CHANGEPOINT | 4 | 29.0 | 60 | 40.02255 | 32.063379 | 0.38333333 | 0.00000000 | 8 | 71.5 | 45.73661 |
610,487 | ODDBALL | 1 | 43.0 | 61 | 54.37568 | 45.608997 | 0.20000000 | 0.01666667 | 7 | 71.5 | 45.73661 |
610,487 | ODDBALL | 2 | 49.0 | 60 | 62.92167 | 59.457645 | 0.23333333 | 0.00000000 | 9 | 71.5 | 45.73661 |
610,487 | ODDBALL | 3 | 56.0 | 60 | 34.92670 | 21.981891 | 0.51666667 | 0.00000000 | 10 | 71.5 | 45.73661 |
610,487 | ODDBALL | 4 | 71.5 | 61 | 31.93877 | 20.728205 | 0.26666667 | 0.01666667 | 7 | 71.5 | 45.73661 |
618,099 | CHANGEPOINT | 1 | 4.5 | 63 | 43.52098 | 37.004662 | 0.38333333 | 0.06666667 | 10 | 16.0 | 61.73871 |
618,099 | CHANGEPOINT | 2 | 16.0 | 3 | 79.95645 | 67.740146 | 0.00000000 | 0.33333333 | 0 | 16.0 | 61.73871 |
626,588 | ODDBALL | 1 | 4.5 | 60 | 34.78269 | 17.951844 | 0.38333333 | 0.00000000 | 8 | 87.0 | 35.44305 |
626,588 | ODDBALL | 2 | 16.0 | 60 | 34.19541 | 18.933414 | 0.33333333 | 0.00000000 | 10 | 87.0 | 35.44305 |
626,588 | ODDBALL | 3 | 26.0 | 60 | 26.43326 | 13.651509 | 0.41666667 | 0.00000000 | 6 | 87.0 | 35.44305 |
626,588 | ODDBALL | 4 | 38.5 | 61 | 34.60805 | 24.836002 | 0.36666667 | 0.01666667 | 8 | 87.0 | 35.44305 |
626,588 | CHANGEPOINT | 1 | 53.0 | 60 | 27.40549 | 23.552735 | 0.36666667 | 0.00000000 | 9 | 87.0 | 35.44305 |
626,588 | CHANGEPOINT | 2 | 64.0 | 60 | 36.62994 | 27.665618 | 0.36666667 | 0.00000000 | 8 | 87.0 | 35.44305 |
626,588 | CHANGEPOINT | 3 | 75.0 | 60 | 39.78208 | 35.303600 | 0.40000000 | 0.00000000 | 7 | 87.0 | 35.44305 |
626,588 | CHANGEPOINT | 4 | 87.0 | 60 | 49.70752 | 43.284612 | 0.25000000 | 0.00000000 | 11 | 87.0 | 35.44305 |
628,645 | ODDBALL | 1 | 5.5 | 60 | 26.56184 | 13.116165 | 0.43333333 | 0.00000000 | 8 | 96.0 | 32.37228 |
628,645 | ODDBALL | 2 | 18.5 | 60 | 27.91205 | 10.883989 | 0.51666667 | 0.00000000 | 8 | 96.0 | 32.37228 |
628,645 | ODDBALL | 3 | 34.0 | 60 | 38.90905 | 20.060098 | 0.35000000 | 0.00000000 | 10 | 96.0 | 32.37228 |
628,645 | ODDBALL | 4 | 44.5 | 60 | 31.25128 | 16.253557 | 0.33333333 | 0.00000000 | 7 | 96.0 | 32.37228 |
628,645 | CHANGEPOINT | 1 | 58.5 | 60 | 35.33134 | 29.426295 | 0.31666667 | 0.00000000 | 9 | 96.0 | 32.37228 |
628,645 | CHANGEPOINT | 2 | 68.0 | 60 | 43.10559 | 37.549791 | 0.35000000 | 0.00000000 | 12 | 96.0 | 32.37228 |
628,645 | CHANGEPOINT | 3 | 78.5 | 60 | 23.13003 | 18.605017 | 0.58333333 | 0.00000000 | 4 | 96.0 | 32.37228 |
628,645 | CHANGEPOINT | 4 | 96.0 | 60 | 32.77704 | 25.674881 | 0.33333333 | 0.00000000 | 10 | 96.0 | 32.37228 |
642,086 | CHANGEPOINT | 1 | 2.5 | 60 | 39.53124 | 35.231325 | 0.25000000 | 0.00000000 | 7 | 77.0 | 35.94917 |
642,086 | CHANGEPOINT | 2 | 10.0 | 61 | 35.11489 | 34.467921 | 0.38333333 | 0.01666667 | 10 | 77.0 | 35.94917 |
642,086 | CHANGEPOINT | 3 | 21.5 | 60 | 32.21477 | 26.403292 | 0.31666667 | 0.00000000 | 5 | 77.0 | 35.94917 |
642,086 | CHANGEPOINT | 4 | 31.0 | 60 | 44.37125 | 39.343882 | 0.33333333 | 0.00000000 | 14 | 77.0 | 35.94917 |
642,086 | ODDBALL | 1 | 43.0 | 60 | 29.39064 | 16.985475 | 0.45000000 | 0.00000000 | 6 | 77.0 | 35.94917 |
642,086 | ODDBALL | 2 | 56.5 | 60 | 37.21411 | 16.464925 | 0.33333333 | 0.00000000 | 9 | 77.0 | 35.94917 |
642,086 | ODDBALL | 3 | 66.5 | 60 | 36.94159 | 20.215239 | 0.35000000 | 0.00000000 | 9 | 77.0 | 35.94917 |
642,086 | ODDBALL | 4 | 77.0 | 60 | 32.81485 | 23.287170 | 0.35000000 | 0.00000000 | 8 | 77.0 | 35.94917 |
665,918 | CHANGEPOINT | 1 | 3.5 | 60 | 26.56860 | 25.215166 | 0.35000000 | 0.00000000 | 11 | 81.0 | 32.04426 |
665,918 | CHANGEPOINT | 2 | 14.0 | 60 | 27.07328 | 20.476940 | 0.43333333 | 0.00000000 | 7 | 81.0 | 32.04426 |
665,918 | CHANGEPOINT | 3 | 27.0 | 60 | 32.70797 | 25.835689 | 0.35000000 | 0.00000000 | 8 | 81.0 | 32.04426 |
665,918 | CHANGEPOINT | 4 | 37.5 | 60 | 31.80171 | 26.308762 | 0.41666667 | 0.00000000 | 8 | 81.0 | 32.04426 |
665,918 | ODDBALL | 1 | 51.0 | 60 | 31.24543 | 23.519593 | 0.38333333 | 0.00000000 | 10 | 81.0 | 32.04426 |
665,918 | ODDBALL | 2 | 62.5 | 60 | 41.61404 | 22.933328 | 0.28333333 | 0.00000000 | 9 | 81.0 | 32.04426 |
665,918 | ODDBALL | 3 | 71.0 | 60 | 29.68942 | 19.831781 | 0.33333333 | 0.00000000 | 4 | 81.0 | 32.04426 |
665,918 | ODDBALL | 4 | 81.0 | 60 | 35.65364 | 16.320925 | 0.30000000 | 0.00000000 | 9 | 81.0 | 32.04426 |
668,126 | CHANGEPOINT | 1 | 2.0 | 60 | 36.95324 | 31.952252 | 0.28333333 | 0.00000000 | 9 | 87.5 | 32.80759 |
668,126 | CHANGEPOINT | 2 | 10.5 | 60 | 21.13118 | 16.614121 | 0.55000000 | 0.00000000 | 8 | 87.5 | 32.80759 |
668,126 | CHANGEPOINT | 3 | 27.0 | 60 | 34.17694 | 29.179895 | 0.36666667 | 0.00000000 | 7 | 87.5 | 32.80759 |
668,126 | CHANGEPOINT | 4 | 38.0 | 60 | 35.30670 | 30.293997 | 0.35000000 | 0.00000000 | 10 | 87.5 | 32.80759 |
668,126 | ODDBALL | 1 | 52.0 | 60 | 38.47694 | 21.303383 | 0.36666667 | 0.00000000 | 9 | 87.5 | 32.80759 |
668,126 | ODDBALL | 2 | 63.0 | 60 | 29.38810 | 10.107484 | 0.43333333 | 0.00000000 | 8 | 87.5 | 32.80759 |
668,126 | ODDBALL | 3 | 76.0 | 60 | 36.90380 | 11.268781 | 0.38333333 | 0.00000000 | 10 | 87.5 | 32.80759 |
668,126 | ODDBALL | 4 | 87.5 | 60 | 30.12381 | 17.375251 | 0.43333333 | 0.00000000 | 8 | 87.5 | 32.80759 |
673,855 | ODDBALL | 1 | 5.0 | 60 | 33.67543 | 20.589696 | 0.35000000 | 0.00000000 | 6 | 93.0 | 33.21493 |
673,855 | ODDBALL | 2 | 15.5 | 60 | 49.21330 | 32.052403 | 0.26666667 | 0.00000000 | 11 | 93.0 | 33.21493 |
673,855 | ODDBALL | 3 | 23.5 | 60 | 35.03939 | 14.182960 | 0.41666667 | 0.00000000 | 9 | 93.0 | 33.21493 |
673,855 | ODDBALL | 4 | 36.0 | 60 | 26.75490 | 10.584459 | 0.51666667 | 0.00000000 | 9 | 93.0 | 33.21493 |
673,855 | CHANGEPOINT | 1 | 54.0 | 60 | 36.44818 | 31.163798 | 0.43333333 | 0.00000000 | 9 | 93.0 | 33.21493 |
673,855 | CHANGEPOINT | 2 | 67.0 | 60 | 23.87879 | 16.272804 | 0.36666667 | 0.00000000 | 6 | 93.0 | 33.21493 |
673,855 | CHANGEPOINT | 3 | 78.0 | 60 | 24.26752 | 20.737474 | 0.50000000 | 0.00000000 | 7 | 93.0 | 33.21493 |
673,855 | CHANGEPOINT | 4 | 93.0 | 60 | 36.44195 | 36.375458 | 0.38333333 | 0.00000000 | 10 | 93.0 | 33.21493 |
710,889 | CHANGEPOINT | 1 | 5.5 | 60 | 34.80085 | 33.063139 | 0.38333333 | 0.00000000 | 6 | 83.0 | 38.06267 |
710,889 | CHANGEPOINT | 2 | 17.0 | 60 | 38.68461 | 34.718666 | 0.31666667 | 0.00000000 | 11 | 83.0 | 38.06267 |
710,889 | CHANGEPOINT | 3 | 26.5 | 60 | 41.29317 | 37.931099 | 0.33333333 | 0.00000000 | 9 | 83.0 | 38.06267 |
710,889 | CHANGEPOINT | 4 | 36.5 | 61 | 35.67378 | 28.989034 | 0.35000000 | 0.01666667 | 6 | 83.0 | 38.06267 |
710,889 | ODDBALL | 1 | 48.0 | 60 | 52.18990 | 35.724757 | 0.31666667 | 0.00000000 | 12 | 83.0 | 38.06267 |
710,889 | ODDBALL | 2 | 57.5 | 60 | 27.57573 | 26.077728 | 0.46666667 | 0.00000000 | 6 | 83.0 | 38.06267 |
710,889 | ODDBALL | 3 | 71.5 | 60 | 34.40736 | 16.942531 | 0.38333333 | 0.01666667 | 11 | 83.0 | 38.06267 |
710,889 | ODDBALL | 4 | 83.0 | 61 | 39.87600 | 19.312735 | 0.30000000 | 0.01666667 | 8 | 83.0 | 38.06267 |
714,201 | ODDBALL | 1 | 4.5 | 60 | 40.54911 | 17.854048 | 0.26666667 | 0.00000000 | 11 | 87.5 | 34.81406 |
714,201 | ODDBALL | 2 | 12.5 | 60 | 21.04906 | 15.561187 | 0.51666667 | 0.00000000 | 6 | 87.5 | 34.81406 |
714,201 | ODDBALL | 3 | 28.0 | 60 | 29.26151 | 18.931584 | 0.40000000 | 0.00000000 | 5 | 87.5 | 34.81406 |
714,201 | ODDBALL | 4 | 40.0 | 60 | 44.25098 | 24.363735 | 0.30000000 | 0.00000000 | 13 | 87.5 | 34.81406 |
714,201 | CHANGEPOINT | 1 | 53.0 | 60 | 40.68852 | 35.263750 | 0.35000000 | 0.00000000 | 8 | 87.5 | 34.81406 |
714,201 | CHANGEPOINT | 2 | 63.5 | 60 | 32.04877 | 26.585501 | 0.46666667 | 0.00000000 | 9 | 87.5 | 34.81406 |
714,201 | CHANGEPOINT | 3 | 77.5 | 60 | 33.70550 | 30.018533 | 0.33333333 | 0.00000000 | 7 | 87.5 | 34.81406 |
714,201 | CHANGEPOINT | 4 | 87.5 | 62 | 36.95899 | 34.571924 | 0.45000000 | 0.03333333 | 8 | 87.5 | 34.81406 |
729,490 | CHANGEPOINT | 1 | 2.0 | 60 | 36.90225 | 32.207487 | 0.40000000 | 0.00000000 | 8 | 80.5 | 37.46380 |
729,490 | CHANGEPOINT | 2 | 14.0 | 61 | 44.52600 | 37.948014 | 0.25000000 | 0.01666667 | 9 | 80.5 | 37.46380 |
729,490 | CHANGEPOINT | 3 | 21.5 | 60 | 32.68457 | 30.494315 | 0.33333333 | 0.00000000 | 9 | 80.5 | 37.46380 |
729,490 | CHANGEPOINT | 4 | 31.5 | 61 | 44.95351 | 42.391256 | 0.31666667 | 0.01666667 | 10 | 80.5 | 37.46380 |
729,490 | ODDBALL | 1 | 44.5 | 60 | 29.49945 | 18.353908 | 0.45000000 | 0.00000000 | 8 | 80.5 | 37.46380 |
729,490 | ODDBALL | 2 | 58.0 | 61 | 37.62665 | 19.568651 | 0.38333333 | 0.01666667 | 8 | 80.5 | 37.46380 |
729,490 | ODDBALL | 3 | 69.5 | 60 | 35.30051 | 21.736696 | 0.36666667 | 0.00000000 | 9 | 80.5 | 37.46380 |
729,490 | ODDBALL | 4 | 80.5 | 60 | 38.21746 | 25.585336 | 0.40000000 | 0.00000000 | 7 | 80.5 | 37.46380 |
736,478 | CHANGEPOINT | 1 | 3.0 | 60 | 46.87494 | 41.055145 | 0.35000000 | 0.00000000 | 10 | 86.0 | 36.20528 |
736,478 | CHANGEPOINT | 2 | 13.5 | 60 | 35.92074 | 28.572753 | 0.26666667 | 0.00000000 | 7 | 86.0 | 36.20528 |
736,478 | CHANGEPOINT | 3 | 21.5 | 60 | 33.62060 | 27.290107 | 0.36666667 | 0.00000000 | 9 | 86.0 | 36.20528 |
736,478 | CHANGEPOINT | 4 | 32.5 | 60 | 32.63671 | 26.731201 | 0.33333333 | 0.00000000 | 8 | 86.0 | 36.20528 |
736,478 | ODDBALL | 1 | 45.0 | 60 | 37.12575 | 15.553096 | 0.40000000 | 0.00000000 | 9 | 86.0 | 36.20528 |
736,478 | ODDBALL | 2 | 57.0 | 60 | 25.66887 | 5.890725 | 0.46666667 | 0.00000000 | 9 | 86.0 | 36.20528 |
736,478 | ODDBALL | 3 | 71.0 | 60 | 40.25079 | 23.152700 | 0.50000000 | 0.00000000 | 6 | 86.0 | 36.20528 |
736,478 | ODDBALL | 4 | 86.0 | 60 | 37.54380 | 18.955262 | 0.35000000 | 0.00000000 | 9 | 86.0 | 36.20528 |
744,735 | CHANGEPOINT | 1 | 5.5 | 60 | 60.07702 | 53.770315 | 0.11666667 | 0.00000000 | 9 | 81.0 | 41.67317 |
744,735 | CHANGEPOINT | 2 | 9.0 | 60 | 31.10472 | 25.802955 | 0.46666667 | 0.00000000 | 6 | 81.0 | 41.67317 |
744,735 | CHANGEPOINT | 3 | 23.0 | 60 | 33.37430 | 29.996762 | 0.41666667 | 0.00000000 | 7 | 81.0 | 41.67317 |
744,735 | CHANGEPOINT | 4 | 35.5 | 60 | 40.79518 | 40.458034 | 0.33333333 | 0.00000000 | 10 | 81.0 | 41.67317 |
744,735 | ODDBALL | 1 | 48.0 | 60 | 45.09576 | 31.416162 | 0.35000000 | 0.00000000 | 10 | 81.0 | 41.67317 |
744,735 | ODDBALL | 2 | 58.5 | 61 | 53.54923 | 42.514184 | 0.25000000 | 0.01666667 | 10 | 81.0 | 41.67317 |
744,735 | ODDBALL | 3 | 66.0 | 60 | 24.33506 | 16.226587 | 0.50000000 | 0.00000000 | 4 | 81.0 | 41.67317 |
744,735 | ODDBALL | 4 | 81.0 | 60 | 45.05413 | 32.149958 | 0.28333333 | 0.00000000 | 11 | 81.0 | 41.67317 |
768,782 | ODDBALL | 1 | 5.5 | 60 | 32.09239 | 14.592566 | 0.51666667 | 0.00000000 | 11 | 96.0 | 33.28375 |
768,782 | ODDBALL | 2 | 21.0 | 60 | 25.89687 | 7.975933 | 0.50000000 | 0.00000000 | 5 | 96.0 | 33.28375 |
768,782 | ODDBALL | 3 | 36.0 | 60 | 35.62056 | 17.716443 | 0.45000000 | 0.00000000 | 9 | 96.0 | 33.28375 |
768,782 | ODDBALL | 4 | 49.5 | 60 | 27.21091 | 8.556850 | 0.41666667 | 0.00000000 | 8 | 96.0 | 33.28375 |
768,782 | CHANGEPOINT | 1 | 64.5 | 60 | 36.94053 | 32.740753 | 0.35000000 | 0.00000000 | 8 | 96.0 | 33.28375 |
768,782 | CHANGEPOINT | 2 | 75.0 | 60 | 37.03389 | 29.530573 | 0.36666667 | 0.00000000 | 7 | 96.0 | 33.28375 |
768,782 | CHANGEPOINT | 3 | 86.0 | 60 | 32.78036 | 26.705492 | 0.33333333 | 0.00000000 | 12 | 96.0 | 33.28375 |
768,782 | CHANGEPOINT | 4 | 96.0 | 60 | 38.69452 | 37.219056 | 0.41666667 | 0.00000000 | 7 | 96.0 | 33.28375 |
792,241 | CHANGEPOINT | 1 | 4.0 | 60 | 43.71048 | 37.540740 | 0.30000000 | 0.00000000 | 9 | 96.5 | 37.15154 |
792,241 | CHANGEPOINT | 2 | 13.0 | 60 | 36.99111 | 33.397558 | 0.48333333 | 0.00000000 | 10 | 96.5 | 37.15154 |
792,241 | CHANGEPOINT | 3 | 27.5 | 60 | 32.04037 | 26.121374 | 0.40000000 | 0.00000000 | 8 | 96.5 | 37.15154 |
792,241 | CHANGEPOINT | 4 | 39.5 | 61 | 36.13805 | 33.429487 | 0.40000000 | 0.01666667 | 9 | 96.5 | 37.15154 |
792,241 | ODDBALL | 1 | 55.5 | 60 | 47.55798 | 29.252033 | 0.35000000 | 0.00000000 | 10 | 96.5 | 37.15154 |
792,241 | ODDBALL | 2 | 66.0 | 60 | 16.72453 | 10.679210 | 0.60000000 | 0.00000000 | 3 | 96.5 | 37.15154 |
792,241 | ODDBALL | 3 | 84.0 | 60 | 46.08244 | 26.905864 | 0.41666667 | 0.00000000 | 12 | 96.5 | 37.15154 |
792,241 | ODDBALL | 4 | 96.5 | 60 | 37.96737 | 24.986178 | 0.35000000 | 0.00000000 | 9 | 96.5 | 37.15154 |
795,092 | ODDBALL | 1 | 5.5 | 60 | 37.08298 | 20.376491 | 0.30000000 | 0.00000000 | 8 | 84.5 | 35.09481 |
795,092 | ODDBALL | 2 | 14.5 | 60 | 39.10223 | 22.414748 | 0.36666667 | 0.00000000 | 10 | 84.5 | 35.09481 |
795,092 | ODDBALL | 3 | 25.5 | 60 | 32.73086 | 19.063525 | 0.45000000 | 0.00000000 | 8 | 84.5 | 35.09481 |
795,092 | ODDBALL | 4 | 39.0 | 61 | 37.55335 | 21.374650 | 0.38333333 | 0.01666667 | 6 | 84.5 | 35.09481 |
795,092 | CHANGEPOINT | 1 | 54.0 | 60 | 35.94088 | 32.264219 | 0.33333333 | 0.00000000 | 7 | 84.5 | 35.09481 |
795,092 | CHANGEPOINT | 2 | 64.0 | 60 | 35.13158 | 29.437497 | 0.31666667 | 0.00000000 | 8 | 84.5 | 35.09481 |
795,092 | CHANGEPOINT | 3 | 73.5 | 60 | 31.11959 | 30.843220 | 0.36666667 | 0.00000000 | 11 | 84.5 | 35.09481 |
795,092 | CHANGEPOINT | 4 | 84.5 | 60 | 32.09705 | 25.745747 | 0.31666667 | 0.00000000 | 8 | 84.5 | 35.09481 |
808,746 | ODDBALL | 1 | 6.0 | 60 | 28.29567 | 10.636873 | 0.41666667 | 0.00000000 | 10 | 95.0 | 30.20560 |
808,746 | ODDBALL | 2 | 18.5 | 61 | 34.11927 | 18.045936 | 0.36666667 | 0.01666667 | 8 | 95.0 | 30.20560 |
808,746 | ODDBALL | 3 | 29.5 | 61 | 33.82978 | 17.928489 | 0.35000000 | 0.01666667 | 7 | 95.0 | 30.20560 |
808,746 | ODDBALL | 4 | 40.0 | 60 | 25.99732 | 8.621747 | 0.53333333 | 0.00000000 | 10 | 95.0 | 30.20560 |
808,746 | CHANGEPOINT | 1 | 60.0 | 60 | 38.00824 | 30.758833 | 0.30000000 | 0.00000000 | 11 | 95.0 | 30.20560 |
808,746 | CHANGEPOINT | 2 | 69.0 | 60 | 25.53331 | 21.031203 | 0.48333333 | 0.00000000 | 5 | 95.0 | 30.20560 |
808,746 | CHANGEPOINT | 3 | 83.5 | 60 | 27.91244 | 18.573551 | 0.38333333 | 0.00000000 | 7 | 95.0 | 30.20560 |
808,746 | CHANGEPOINT | 4 | 95.0 | 60 | 27.94873 | 25.006262 | 0.41666667 | 0.00000000 | 10 | 95.0 | 30.20560 |
810,684 | ODDBALL | 1 | 4.5 | 60 | 24.89893 | 14.458790 | 0.43333333 | 0.00000000 | 7 | 95.5 | 30.15947 |
810,684 | ODDBALL | 2 | 17.5 | 60 | 37.72997 | 27.771857 | 0.45000000 | 0.00000000 | 8 | 95.5 | 30.15947 |
810,684 | ODDBALL | 3 | 31.0 | 60 | 31.61732 | 11.307973 | 0.38333333 | 0.00000000 | 11 | 95.5 | 30.15947 |
810,684 | ODDBALL | 4 | 42.5 | 60 | 26.10832 | 12.031013 | 0.50000000 | 0.00000000 | 7 | 95.5 | 30.15947 |
810,684 | CHANGEPOINT | 1 | 61.5 | 60 | 30.86740 | 25.363266 | 0.35000000 | 0.00000000 | 8 | 95.5 | 30.15947 |
810,684 | CHANGEPOINT | 2 | 72.0 | 61 | 34.54376 | 28.296352 | 0.36666667 | 0.01666667 | 10 | 95.5 | 30.15947 |
810,684 | CHANGEPOINT | 3 | 83.0 | 60 | 23.50959 | 14.499726 | 0.41666667 | 0.00000000 | 6 | 95.5 | 30.15947 |
810,684 | CHANGEPOINT | 4 | 95.5 | 60 | 32.00043 | 26.696193 | 0.46666667 | 0.00000000 | 10 | 95.5 | 30.15947 |
811,078 | CHANGEPOINT | 1 | 6.0 | 60 | 32.82526 | 24.297260 | 0.38333333 | 0.00000000 | 10 | 102.0 | 30.25454 |
811,078 | CHANGEPOINT | 2 | 17.5 | 60 | 27.00323 | 26.085043 | 0.51666667 | 0.00000000 | 7 | 102.0 | 30.25454 |
811,078 | CHANGEPOINT | 3 | 33.0 | 60 | 34.97350 | 29.783597 | 0.33333333 | 0.00000000 | 9 | 102.0 | 30.25454 |
811,078 | CHANGEPOINT | 4 | 43.0 | 60 | 33.24412 | 23.742484 | 0.45000000 | 0.00000000 | 7 | 102.0 | 30.25454 |
811,078 | ODDBALL | 1 | 59.5 | 60 | 25.08809 | 11.484615 | 0.48333333 | 0.00000000 | 12 | 102.0 | 30.25454 |
811,078 | ODDBALL | 2 | 74.0 | 60 | 28.05945 | 18.093290 | 0.50000000 | 0.00000000 | 6 | 102.0 | 30.25454 |
811,078 | ODDBALL | 3 | 89.0 | 60 | 29.48277 | 14.230079 | 0.43333333 | 0.00000000 | 6 | 102.0 | 30.25454 |
811,078 | ODDBALL | 4 | 102.0 | 60 | 31.35989 | 14.092323 | 0.35000000 | 0.00000000 | 11 | 102.0 | 30.25454 |
811,594 | ODDBALL | 1 | 6.0 | 60 | 36.90087 | 9.519945 | 0.46666667 | 0.00000000 | 12 | 89.0 | 31.72900 |
811,594 | ODDBALL | 2 | 20.0 | 60 | 31.67830 | 17.027613 | 0.43333333 | 0.00000000 | 8 | 89.0 | 31.72900 |
811,594 | ODDBALL | 3 | 33.0 | 60 | 25.00371 | 16.172228 | 0.36666667 | 0.00000000 | 6 | 89.0 | 31.72900 |
811,594 | ODDBALL | 4 | 44.0 | 60 | 31.31913 | 12.852131 | 0.45000000 | 0.00000000 | 8 | 89.0 | 31.72900 |
811,594 | CHANGEPOINT | 1 | 61.0 | 60 | 37.94834 | 33.416017 | 0.25000000 | 0.00000000 | 11 | 89.0 | 31.72900 |
811,594 | CHANGEPOINT | 2 | 68.5 | 60 | 31.40638 | 26.318765 | 0.30000000 | 0.00000000 | 7 | 89.0 | 31.72900 |
811,594 | CHANGEPOINT | 3 | 77.5 | 60 | 22.72998 | 18.499704 | 0.38333333 | 0.00000000 | 4 | 89.0 | 31.72900 |
811,594 | CHANGEPOINT | 4 | 89.0 | 60 | 36.84528 | 36.613180 | 0.31666667 | 0.00000000 | 13 | 89.0 | 31.72900 |
832,332 | CHANGEPOINT | 1 | 6.0 | 60 | 26.98554 | 23.912166 | 0.50000000 | 0.00000000 | 10 | 99.5 | 30.89030 |
832,332 | CHANGEPOINT | 2 | 21.0 | 60 | 24.35721 | 20.114497 | 0.43333333 | 0.00000000 | 6 | 99.5 | 30.89030 |
832,332 | CHANGEPOINT | 3 | 34.0 | 60 | 38.91562 | 32.598925 | 0.33333333 | 0.00000000 | 10 | 99.5 | 30.89030 |
832,332 | CHANGEPOINT | 4 | 44.0 | 60 | 34.66699 | 27.164612 | 0.41666667 | 0.00000000 | 9 | 99.5 | 30.89030 |
832,332 | ODDBALL | 1 | 60.0 | 60 | 35.38149 | 16.978620 | 0.38333333 | 0.00000000 | 8 | 99.5 | 30.89030 |
832,332 | ODDBALL | 2 | 71.5 | 60 | 30.21080 | 10.826597 | 0.56666667 | 0.00000000 | 7 | 99.5 | 30.89030 |
832,332 | ODDBALL | 3 | 88.5 | 60 | 34.38658 | 10.955859 | 0.36666667 | 0.00000000 | 11 | 99.5 | 30.89030 |
832,332 | ODDBALL | 4 | 99.5 | 60 | 22.21819 | 4.712247 | 0.53333333 | 0.00000000 | 7 | 99.5 | 30.89030 |
841,921 | ODDBALL | 1 | 2.5 | 60 | 32.28574 | 16.267952 | 0.46666667 | 0.00000000 | 8 | 88.0 | 37.28702 |
841,921 | ODDBALL | 2 | 16.5 | 62 | 39.59757 | 17.081849 | 0.41666667 | 0.03333333 | 11 | 88.0 | 37.28702 |
841,921 | ODDBALL | 3 | 29.0 | 60 | 27.35403 | 9.818825 | 0.41666667 | 0.00000000 | 5 | 88.0 | 37.28702 |
841,921 | ODDBALL | 4 | 41.5 | 60 | 24.66400 | 8.819155 | 0.45000000 | 0.00000000 | 8 | 88.0 | 37.28702 |
841,921 | CHANGEPOINT | 1 | 56.0 | 60 | 60.89207 | 57.092641 | 0.25000000 | 0.01666667 | 8 | 88.0 | 37.28702 |
841,921 | CHANGEPOINT | 2 | 63.5 | 60 | 33.66500 | 34.109914 | 0.36666667 | 0.00000000 | 10 | 88.0 | 37.28702 |
841,921 | CHANGEPOINT | 3 | 74.5 | 60 | 37.47836 | 31.654649 | 0.45000000 | 0.00000000 | 9 | 88.0 | 37.28702 |
841,921 | CHANGEPOINT | 4 | 88.0 | 61 | 42.35940 | 38.387563 | 0.41666667 | 0.01666667 | 7 | 88.0 | 37.28702 |
844,579 | CHANGEPOINT | 1 | 5.0 | 61 | 36.17121 | 32.347485 | 0.35000000 | 0.01666667 | 12 | 87.5 | 37.40265 |
844,579 | CHANGEPOINT | 2 | 15.5 | 60 | 30.54168 | 24.936022 | 0.40000000 | 0.00000000 | 7 | 87.5 | 37.40265 |
844,579 | CHANGEPOINT | 3 | 27.5 | 60 | 40.07909 | 33.658091 | 0.36666667 | 0.00000000 | 9 | 87.5 | 37.40265 |
844,579 | CHANGEPOINT | 4 | 38.5 | 60 | 25.18192 | 18.218144 | 0.46666667 | 0.00000000 | 6 | 87.5 | 37.40265 |
844,579 | ODDBALL | 1 | 54.0 | 60 | 48.01078 | 29.438184 | 0.35000000 | 0.00000000 | 9 | 87.5 | 37.40265 |
844,579 | ODDBALL | 2 | 64.5 | 60 | 36.71413 | 25.719453 | 0.43333333 | 0.00000000 | 10 | 87.5 | 37.40265 |
844,579 | ODDBALL | 3 | 77.5 | 60 | 35.54441 | 18.243182 | 0.33333333 | 0.00000000 | 6 | 87.5 | 37.40265 |
844,579 | ODDBALL | 4 | 87.5 | 60 | 46.97799 | 31.176294 | 0.30000000 | 0.00000000 | 10 | 87.5 | 37.40265 |
851,572 | CHANGEPOINT | 1 | 6.5 | 60 | 37.39141 | 33.623503 | 0.28333333 | 0.00000000 | 11 | 72.5 | 40.04560 |
851,572 | CHANGEPOINT | 2 | 15.0 | 60 | 34.36247 | 32.578060 | 0.36666667 | 0.00000000 | 8 | 72.5 | 40.04560 |
851,572 | CHANGEPOINT | 3 | 26.0 | 60 | 36.35080 | 31.551105 | 0.25000000 | 0.00000000 | 8 | 72.5 | 40.04560 |
851,572 | CHANGEPOINT | 4 | 33.5 | 60 | 37.98632 | 34.068438 | 0.35000000 | 0.00000000 | 10 | 72.5 | 40.04560 |
851,572 | ODDBALL | 1 | 47.5 | 60 | 37.11626 | 25.919070 | 0.31666667 | 0.00000000 | 8 | 72.5 | 40.04560 |
851,572 | ODDBALL | 2 | 57.0 | 60 | 42.35058 | 27.608813 | 0.30000000 | 0.00000000 | 6 | 72.5 | 40.04560 |
851,572 | ODDBALL | 3 | 66.0 | 60 | 43.38565 | 31.502287 | 0.21666667 | 0.00000000 | 8 | 72.5 | 40.04560 |
851,572 | ODDBALL | 4 | 72.5 | 60 | 51.42131 | 42.461992 | 0.33333333 | 0.00000000 | 10 | 72.5 | 40.04560 |
857,452 | CHANGEPOINT | 1 | 5.5 | 60 | 36.65123 | 28.242767 | 0.28333333 | 0.00000000 | 8 | 45.5 | 40.46407 |
857,452 | CHANGEPOINT | 2 | 14.0 | 61 | 36.43350 | 33.254975 | 0.38333333 | 0.01666667 | 9 | 45.5 | 40.46407 |
857,452 | CHANGEPOINT | 3 | 25.5 | 60 | 34.70404 | 27.901381 | 0.33333333 | 0.00000000 | 7 | 45.5 | 40.46407 |
857,452 | CHANGEPOINT | 4 | 35.5 | 63 | 48.96288 | 43.032025 | 0.21666667 | 0.06666667 | 11 | 45.5 | 40.46407 |
857,452 | ODDBALL | 1 | 45.5 | 8 | 45.56869 | 33.305336 | 0.00000000 | 0.80000000 | 4 | 45.5 | 40.46407 |
858,150 | CHANGEPOINT | 1 | 2.5 | 60 | 46.35372 | 44.933655 | 0.30000000 | 0.00000000 | 10 | 66.0 | 44.89727 |
858,150 | CHANGEPOINT | 2 | 11.5 | 60 | 57.15375 | 55.822245 | 0.21666667 | 0.00000000 | 10 | 66.0 | 44.89727 |
858,150 | CHANGEPOINT | 3 | 18.0 | 60 | 38.79206 | 38.859210 | 0.33333333 | 0.00000000 | 8 | 66.0 | 44.89727 |
858,150 | CHANGEPOINT | 4 | 28.0 | 60 | 42.09811 | 37.402129 | 0.28333333 | 0.00000000 | 7 | 66.0 | 44.89727 |
858,150 | ODDBALL | 1 | 38.5 | 60 | 58.03082 | 41.179268 | 0.21666667 | 0.00000000 | 9 | 66.0 | 44.89727 |
858,150 | ODDBALL | 2 | 45.0 | 60 | 43.56183 | 37.177499 | 0.28333333 | 0.00000000 | 7 | 66.0 | 44.89727 |
858,150 | ODDBALL | 3 | 53.5 | 60 | 38.68951 | 29.704419 | 0.41666667 | 0.00000000 | 8 | 66.0 | 44.89727 |
858,150 | ODDBALL | 4 | 66.0 | 60 | 34.49836 | 19.766674 | 0.40000000 | 0.00000000 | 10 | 66.0 | 44.89727 |
868,336 | ODDBALL | 1 | 2.5 | 63 | 36.20138 | 29.889871 | 0.35000000 | 0.05000000 | 7 | 80.5 | 38.68984 |
868,336 | ODDBALL | 2 | 13.0 | 62 | 49.06681 | 43.592659 | 0.36666667 | 0.05000000 | 12 | 80.5 | 38.68984 |
868,336 | ODDBALL | 3 | 24.0 | 60 | 35.56542 | 31.091336 | 0.51666667 | 0.00000000 | 8 | 80.5 | 38.68984 |
868,336 | ODDBALL | 4 | 39.5 | 61 | 29.38673 | 25.089771 | 0.35000000 | 0.01666667 | 5 | 80.5 | 38.68984 |
868,336 | CHANGEPOINT | 1 | 52.5 | 61 | 34.79914 | 28.607592 | 0.26666667 | 0.01666667 | 8 | 80.5 | 38.68984 |
868,336 | CHANGEPOINT | 2 | 60.5 | 60 | 32.46986 | 26.820185 | 0.36666667 | 0.00000000 | 7 | 80.5 | 38.68984 |
868,336 | CHANGEPOINT | 3 | 71.5 | 60 | 44.37836 | 35.005061 | 0.30000000 | 0.00000000 | 12 | 80.5 | 38.68984 |
868,336 | CHANGEPOINT | 4 | 80.5 | 60 | 47.65100 | 45.506535 | 0.31666667 | 0.01666667 | 8 | 80.5 | 38.68984 |
897,077 | ODDBALL | 1 | 5.0 | 60 | 34.55947 | 13.604662 | 0.36666667 | 0.00000000 | 7 | 91.5 | 30.92769 |
897,077 | ODDBALL | 2 | 16.0 | 60 | 26.47654 | 19.673337 | 0.43333333 | 0.00000000 | 6 | 91.5 | 30.92769 |
897,077 | ODDBALL | 3 | 29.0 | 60 | 32.46594 | 11.059172 | 0.41666667 | 0.00000000 | 10 | 91.5 | 30.92769 |
897,077 | ODDBALL | 4 | 41.5 | 61 | 30.29861 | 10.050650 | 0.35000000 | 0.01666667 | 11 | 91.5 | 30.92769 |
897,077 | CHANGEPOINT | 1 | 55.0 | 61 | 38.33224 | 29.715062 | 0.36666667 | 0.01666667 | 7 | 91.5 | 30.92769 |
897,077 | CHANGEPOINT | 2 | 66.0 | 60 | 24.89552 | 15.801079 | 0.48333333 | 0.00000000 | 7 | 91.5 | 30.92769 |
897,077 | CHANGEPOINT | 3 | 80.5 | 60 | 30.91572 | 25.644662 | 0.36666667 | 0.00000000 | 10 | 91.5 | 30.92769 |
897,077 | CHANGEPOINT | 4 | 91.5 | 60 | 29.47751 | 23.449056 | 0.43333333 | 0.00000000 | 8 | 91.5 | 30.92769 |
903,284 | ODDBALL | 1 | 5.5 | 60 | 29.76551 | 22.659983 | 0.40000000 | 0.00000000 | 7 | 93.0 | 32.06151 |
903,284 | ODDBALL | 2 | 17.5 | 60 | 39.80768 | 28.482692 | 0.35000000 | 0.00000000 | 8 | 93.0 | 32.06151 |
903,284 | ODDBALL | 3 | 28.0 | 60 | 29.31646 | 16.520279 | 0.43333333 | 0.00000000 | 9 | 93.0 | 32.06151 |
903,284 | ODDBALL | 4 | 41.0 | 60 | 40.11669 | 27.283222 | 0.26666667 | 0.00000000 | 11 | 93.0 | 32.06151 |
903,284 | CHANGEPOINT | 1 | 51.0 | 60 | 24.17161 | 19.473074 | 0.50000000 | 0.00000000 | 5 | 93.0 | 32.06151 |
903,284 | CHANGEPOINT | 2 | 66.0 | 60 | 31.52310 | 22.319619 | 0.36666667 | 0.00000000 | 10 | 93.0 | 32.06151 |
903,284 | CHANGEPOINT | 3 | 77.0 | 60 | 20.97313 | 12.820228 | 0.53333333 | 0.00000000 | 3 | 93.0 | 32.06151 |
903,284 | CHANGEPOINT | 4 | 93.0 | 60 | 40.81791 | 38.090198 | 0.33333333 | 0.00000000 | 11 | 93.0 | 32.06151 |
906,532 | ODDBALL | 1 | 5.5 | 60 | 40.64059 | 25.914513 | 0.38333333 | 0.00000000 | 10 | 78.0 | 36.09417 |
906,532 | ODDBALL | 2 | 17.0 | 60 | 24.30443 | 11.767226 | 0.50000000 | 0.00000000 | 7 | 78.0 | 36.09417 |
906,532 | ODDBALL | 3 | 32.0 | 60 | 36.93666 | 19.896280 | 0.25000000 | 0.00000000 | 8 | 78.0 | 36.09417 |
906,532 | ODDBALL | 4 | 39.5 | 60 | 31.22398 | 11.974146 | 0.41666667 | 0.00000000 | 10 | 78.0 | 36.09417 |
906,532 | CHANGEPOINT | 1 | 54.5 | 60 | 35.32731 | 28.015514 | 0.28333333 | 0.00000000 | 7 | 78.0 | 36.09417 |
906,532 | CHANGEPOINT | 2 | 63.0 | 60 | 51.01648 | 44.495100 | 0.18333333 | 0.00000000 | 10 | 78.0 | 36.09417 |
906,532 | CHANGEPOINT | 3 | 68.5 | 60 | 31.17761 | 23.759601 | 0.31666667 | 0.00000000 | 5 | 78.0 | 36.09417 |
906,532 | CHANGEPOINT | 4 | 78.0 | 61 | 38.12628 | 37.975278 | 0.25000000 | 0.01666667 | 11 | 78.0 | 36.09417 |
912,677 | ODDBALL | 1 | 5.0 | 61 | 36.60298 | 13.151881 | 0.40000000 | 0.01666667 | 10 | 83.0 | 34.82530 |
912,677 | ODDBALL | 2 | 17.0 | 60 | 35.65954 | 22.283396 | 0.28333333 | 0.00000000 | 7 | 83.0 | 34.82530 |
912,677 | ODDBALL | 3 | 25.5 | 60 | 29.47816 | 15.608156 | 0.45000000 | 0.00000000 | 8 | 83.0 | 34.82530 |
912,677 | ODDBALL | 4 | 39.0 | 61 | 41.52322 | 24.410482 | 0.20000000 | 0.01666667 | 9 | 83.0 | 34.82530 |
912,677 | CHANGEPOINT | 1 | 49.0 | 61 | 37.03580 | 31.112069 | 0.28333333 | 0.01666667 | 9 | 83.0 | 34.82530 |
912,677 | CHANGEPOINT | 2 | 57.5 | 61 | 28.14626 | 24.904993 | 0.46666667 | 0.01666667 | 8 | 83.0 | 34.82530 |
912,677 | CHANGEPOINT | 3 | 71.5 | 60 | 34.87024 | 30.179591 | 0.38333333 | 0.01666667 | 9 | 83.0 | 34.82530 |
912,677 | CHANGEPOINT | 4 | 83.0 | 60 | 35.28624 | 29.929158 | 0.43333333 | 0.00000000 | 8 | 83.0 | 34.82530 |
919,986 | ODDBALL | 1 | 0.0 | 60 | 35.62512 | 20.219305 | 0.43333333 | 0.00000000 | 7 | 76.0 | 36.60442 |
919,986 | ODDBALL | 2 | 13.0 | 60 | 34.05195 | 17.407266 | 0.43333333 | 0.00000000 | 10 | 76.0 | 36.60442 |
919,986 | ODDBALL | 3 | 26.0 | 61 | 32.75747 | 14.215713 | 0.50000000 | 0.01666667 | 9 | 76.0 | 36.60442 |
919,986 | ODDBALL | 4 | 41.0 | 60 | 35.54573 | 21.531461 | 0.38333333 | 0.00000000 | 6 | 76.0 | 36.60442 |
919,986 | CHANGEPOINT | 1 | 54.0 | 60 | 47.06178 | 41.000310 | 0.20000000 | 0.00000000 | 9 | 76.0 | 36.60442 |
919,986 | CHANGEPOINT | 2 | 60.0 | 60 | 41.93234 | 36.532957 | 0.18333333 | 0.00000000 | 9 | 76.0 | 36.60442 |
919,986 | CHANGEPOINT | 3 | 65.5 | 60 | 31.20580 | 28.055653 | 0.35000000 | 0.00000000 | 6 | 76.0 | 36.60442 |
919,986 | CHANGEPOINT | 4 | 76.0 | 60 | 34.65517 | 29.965066 | 0.31666667 | 0.00000000 | 10 | 76.0 | 36.60442 |
936,330 | CHANGEPOINT | 1 | 4.5 | 60 | 37.44022 | 33.317198 | 0.33333333 | 0.00000000 | 10 | 73.0 | 36.48463 |
936,330 | CHANGEPOINT | 2 | 14.5 | 60 | 31.46036 | 29.687880 | 0.28333333 | 0.00000000 | 6 | 73.0 | 36.48463 |
936,330 | CHANGEPOINT | 3 | 23.0 | 60 | 41.20317 | 37.769294 | 0.31666667 | 0.00000000 | 11 | 73.0 | 36.48463 |
936,330 | CHANGEPOINT | 4 | 32.5 | 60 | 43.06319 | 38.997566 | 0.18333333 | 0.00000000 | 11 | 73.0 | 36.48463 |
936,330 | ODDBALL | 1 | 40.0 | 60 | 39.24144 | 30.195085 | 0.35000000 | 0.00000000 | 8 | 73.0 | 36.48463 |
936,330 | ODDBALL | 2 | 50.5 | 60 | 34.83860 | 17.538127 | 0.36666667 | 0.00000000 | 8 | 73.0 | 36.48463 |
936,330 | ODDBALL | 3 | 61.5 | 60 | 28.58522 | 18.817732 | 0.38333333 | 0.00000000 | 7 | 73.0 | 36.48463 |
936,330 | ODDBALL | 4 | 73.0 | 60 | 36.04487 | 21.772231 | 0.35000000 | 0.00000000 | 8 | 73.0 | 36.48463 |
987,189 | CHANGEPOINT | 1 | 5.5 | 60 | 27.28636 | 22.786112 | 0.35000000 | 0.00000000 | 5 | 88.5 | 32.78156 |
987,189 | CHANGEPOINT | 2 | 16.0 | 60 | 34.60628 | 31.155284 | 0.35000000 | 0.00000000 | 11 | 88.5 | 32.78156 |
987,189 | CHANGEPOINT | 3 | 26.5 | 61 | 37.83186 | 34.826306 | 0.28333333 | 0.01666667 | 8 | 88.5 | 32.78156 |
987,189 | CHANGEPOINT | 4 | 35.0 | 60 | 25.06540 | 22.415422 | 0.41666667 | 0.00000000 | 7 | 88.5 | 32.78156 |
987,189 | ODDBALL | 1 | 50.0 | 60 | 45.55998 | 30.087200 | 0.33333333 | 0.00000000 | 9 | 88.5 | 32.78156 |
987,189 | ODDBALL | 2 | 60.0 | 60 | 28.96310 | 16.212549 | 0.55000000 | 0.00000000 | 8 | 88.5 | 32.78156 |
987,189 | ODDBALL | 3 | 76.5 | 60 | 35.04476 | 15.467154 | 0.40000000 | 0.00000000 | 12 | 88.5 | 32.78156 |
987,189 | ODDBALL | 4 | 88.5 | 60 | 27.89475 | 14.961969 | 0.43333333 | 0.00000000 | 7 | 88.5 | 32.78156 |
994,811 | ODDBALL | 1 | 7.0 | 60 | 45.69151 | 25.915430 | 0.26666667 | 0.00000000 | 12 | 83.5 | 36.24162 |
994,811 | ODDBALL | 2 | 15.0 | 61 | 29.91855 | 11.600844 | 0.45000000 | 0.01666667 | 8 | 83.5 | 36.24162 |
994,811 | ODDBALL | 3 | 28.5 | 60 | 26.67216 | 13.211110 | 0.38333333 | 0.00000000 | 6 | 83.5 | 36.24162 |
994,811 | ODDBALL | 4 | 40.0 | 60 | 36.15480 | 19.630240 | 0.35000000 | 0.00000000 | 6 | 83.5 | 36.24162 |
994,811 | CHANGEPOINT | 1 | 52.5 | 60 | 47.02204 | 41.408736 | 0.36666667 | 0.00000000 | 12 | 83.5 | 36.24162 |
994,811 | CHANGEPOINT | 2 | 63.5 | 60 | 33.33062 | 28.863408 | 0.35000000 | 0.00000000 | 7 | 83.5 | 36.24162 |
994,811 | CHANGEPOINT | 3 | 74.0 | 60 | 34.82708 | 30.746041 | 0.31666667 | 0.00000000 | 10 | 83.5 | 36.24162 |
994,811 | CHANGEPOINT | 4 | 83.5 | 60 | 36.31618 | 29.528934 | 0.38333333 | 0.00000000 | 8 | 83.5 | 36.24162 |
Time to drop the problematic people!
cannon_data <- cannon_data %>% filter(!subject %in% as.numeric(as.character(assumed_bailed$Var1))) %>% filter(!subject %in% as.numeric(as.character(check_counts$Var1)))
Figure 1. Below is a histogram of all reaction time data.This is beautiful!Tried both with and without subject 456, who seems a little problematic based on the summary statistics. Overall, happy with this!
Hist_outliers <- ggplot(cannon_data %>% filter(!subject == 456), aes(x=trial.placeshield_mouse.latency)) + geom_histogram()
Mean_cleaned <- cannon_data %>% filter(!subject == 456) %>% ungroup () %>% filter(!trial.placeshield_mouse.latency == 2500) %>% summarise(mean = mean(trial.placeshield_mouse.latency))
Hist_outliers; Mean_cleaned
## # A tibble: 1 x 1
## mean
## <dbl>
## 1 427.
I’m having some trouble with graphing this. For whatever reason, the oddball graphs are not happy with the tabset format. Everything else seems to be playing nicely, and it seems as though participants are learning across the task.
cowplotcp <- list();cowplotodd <- list()
subjects <- sort(unique(cannon_data$subject))
subjects <- as.character(subjects)
subjects_list <- list(as.character(unique(cannon_data$subject)))
for (i in subjects) {
o <- cannon_data %>% dplyr::filter(subject == i & cond == "ODDBALL") %>% filter(!is.na(predErr))
cowplotodd[[i]] <- local({
i <- i
oddballPE <- ggplot(o, aes(x=trialnum, y=predErr, color = catch_miss)) + geom_point() +
geom_vline(aes(xintercept = changepoint, color = "Oddball")) + scale_color_manual(values = (wes_palette("Cavalcanti1")[c(4,5,2)])) + xlab("Trial Number") + ylab("Response Type") + ggtitle("Raw Prediction Error") + ylab("Size Of Prediction Error") + theme(legend.position = "none") + facet_wrap(~blocknum, ncol = 1)
get_legendo <- ggplot(o, aes(x=trialnum, y=distMean, color = catch_miss)) + geom_point() +
geom_vline(aes(xintercept = changepoint, color = "Oddball")) + scale_color_manual(values = (wes_palette("Cavalcanti1")[c(4,5,2)]))
legendo <- get_legend(get_legendo)
oddballDM <- ggplot(o, aes(x=trialnum, y=distMean, color = catch_miss)) + geom_point() +
geom_vline(aes(xintercept = changepoint, color = "Oddball")) + scale_color_manual(values = (wes_palette("Cavalcanti1")[c(4,5,2)])) + ggtitle ("Distance from Mean") + xlab("Trial Number") + ylab("Size Of Prediction Error") + theme(axis.title.y=element_blank(), axis.text.y=element_blank(), axis.ticks.y=element_blank()) + theme(legend.position = "none") + facet_wrap(~blocknum, ncol = 1)
i <- cowplot::plot_grid(oddballPE, oddballDM, legendo, ncol = 3, rel_widths = c(2.5,2.1,1))})
}
for (i in subjects){
c <- cannon_data %>% dplyr::filter(subject == i & cond == "CHANGEPOINT") %>% filter(!is.na(predErr))
cowplotcp[[i]] <- local({
i <- i
changepointPE <- ggplot(c,aes(x=trialnum, y=predErr, color = catch_miss)) + geom_point() + geom_vline(aes(xintercept = changepoint, color = "Changepoint")) + scale_color_manual(values = (wes_palette("Cavalcanti1")[c(2,4,5)])) + xlab("Trial Number") + ylab("Response Type") + ggtitle("Raw Prediction Error") + ylab("Size Of Prediction Error") + theme(legend.position = "non7e") + facet_wrap(~blocknum, ncol = 1)
get_legendc <- ggplot(c, aes(x=trialnum, y=distMean, color = catch_miss)) + geom_point() + geom_vline(aes(xintercept = changepoint, color = "Changepoint")) + scale_color_manual(values = (wes_palette("Cavalcanti1")[c(4,5,2)]))
legendc <- get_legend(get_legendc)
#c(5,4,2), 2,5,4, 4,5,2, 2,4,5
changepointDM <- ggplot(c, aes(x=trialnum, y=distMean, color = catch_miss)) + geom_point() +
geom_vline(aes(xintercept = changepoint, color = "Changepoint")) + scale_color_manual(values = (wes_palette("Cavalcanti1")[c(4,5,2)])) + ggtitle ("Distance from Mean") + xlab("Trial Number") + ylab("Size Of Prediction Error") + theme(axis.title.y=element_blank(), axis.text.y=element_blank(), axis.ticks.y=element_blank()) + theme(legend.position = "none") + facet_wrap(~blocknum, ncol = 1)
i <- cowplot::plot_grid(changepointPE, changepointDM, legendc, ncol = 3, rel_widths = c(2.5,2.1,1))})
}
##print based on the block that came first (use cBal)
#
#
# cowplotall <- list()
# for (i in subjects) {
# cowplotall[[i]] <- local({
# i <- i
# cowplot::plot_grid(cowplotcp[[i]], cowplotodd[[i]], nrow = 2)})
# }
if(print_plots == "cp") {
temp_cp <- c(
"### Subject {{nm}}\n",
"```{r, echo = FALSE}\n",
"cowplotcp[[{{nm}}]] \n",
"```\n",
"\n"
)
plots <- lapply(1:length(cowplotcp), function(nm) {knitr::knit_expand(text = temp_cp)})
} else if (print_plots == "ob"){
template <- c(
"### Subject {{w}}\n",
"```{r, echo = FALSE}\n",
"cowplotodd[[{{w}}]] \n",
"```\n",
"\n"
)
plots <- lapply(1:length(cowplotodd), function(w) {knitr::knit_expand(text = template)})
}
a_1 <- aov(trial.placeshield_mouse.latency ~ cond, data = cannon_data)
summary(a_1)
## Df Sum Sq Mean Sq F value Pr(>F)
## cond 1 1.416e+07 14164145 119.4 <2e-16 ***
## Residuals 40297 4.778e+09 118579
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
## 160 observations deleted due to missingness
rt_trialnum <- lm(trial.placeshield_mouse.latency ~ trialnum + cond + blocknum + cBal, data = cannon_data)
summary(rt_trialnum)
##
## Call:
## lm(formula = trial.placeshield_mouse.latency ~ trialnum + cond +
## blocknum + cBal, data = cannon_data)
##
## Residuals:
## Min 1Q Median 3Q Max
## -545.26 -217.97 -86.67 112.58 2126.32
##
## Coefficients:
## Estimate Std. Error t value Pr(>|t|)
## (Intercept) 614.81483 7.40428 83.035 <2e-16 ***
## trialnum -1.75162 0.09818 -17.841 <2e-16 ***
## condODDBALL -37.50778 3.40023 -11.031 <2e-16 ***
## blocknum -27.37402 1.52064 -18.002 <2e-16 ***
## cBal -31.67109 3.40119 -9.312 <2e-16 ***
## ---
## Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1
##
## Residual standard error: 341.3 on 40294 degrees of freedom
## (160 observations deleted due to missingness)
## Multiple R-squared: 0.02068, Adjusted R-squared: 0.02058
## F-statistic: 212.7 on 4 and 40294 DF, p-value: < 2.2e-16
emmeans(rt_trialnum, "cond")
## cond emmean SE df lower.CL upper.CL
## CHANGEPOINT 445 2.4 40294 441 450
## ODDBALL 408 2.4 40294 403 413
##
## Results are averaged over the levels of: cBal
## Confidence level used: 0.95
#emmeans(rt_trialnum, as.character("blocknum"))
#maybe give this an option?
#
# save(cannon_data, file = "~/github_repos/Cannon_Task_Inquisit/Data/cannon_proc.RData")
# if (modeling_ext == TRUE){
# sys.source("~/github_repos/PUBS_Data_Verification//helper_scripts/modelingformat_functions_PUBS.R", envir = knitr::knit_global())
# }